
==================================================================
DATASET iris information
4 dimensions, 150 vectors, 3 class, 50 positive, 100 negative

==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.0
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.89, Train time = 0.0149998664856
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 1.00, Train time = 0.0
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 1.00, Train time = 0.0
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 32, C = 9.0, Acc = 1.00, Train time = 0.0
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.89, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.84, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.84, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.84, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.84, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.84, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.84, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.84, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.84, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.84, Train time = 0.0
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 1.00, Train time = 0.0
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 1.00, Train time = 0.0
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.78, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.83, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.83, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.78, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.83, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.89, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.83, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.83, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.83, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.83, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.83, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.83, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.78, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.78, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.78, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.78, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.78, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.78, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.83, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.78, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.83, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.78, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.78, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.78, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.78, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 0.78, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.78, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.78, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.78, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.78, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.78, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.78, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.78, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.78, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.78, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.78, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.83, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.83, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.78, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.83, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.78, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.78, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.78, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.78, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.78, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.78, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.78, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.78, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.78, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.78, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.78, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.78, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.78, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.78, Train time = 0.0
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 1.00, Train time = 0.0
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.0149998664856
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.0
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.89, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.89, Train time = 0.0
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.88, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.0
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.94, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.88, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.88, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.88, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.88, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.88, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.88, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.88, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.88, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.88, Train time = 0.0
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.88, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.94, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.94, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.94, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.94, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.0
Final Result Trainning 90%======
        Acc = 1.00
        Training time = 0.0

Final Result Trainning 90%======

        Acc = 1.00
==================================================================
DATASET wine information
13 dimensions, 178 vectors, 3 class, 59 positive, 119 negative

==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.71, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.75, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.75, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.75, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.75, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.75, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.75, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.75, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.75, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.54, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.54, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.54, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.54, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.54, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.54, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.54, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.54, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.54, Train time = 0.0
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.60, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.65, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.65, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.65, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.65, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.65, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.65, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.65, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.65, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.55, Train time = 0.0150001049042
Gamma = 32, C = 9.0, Acc = 0.55, Train time = 0.0
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.91, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.64, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.64, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.64, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.64, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.64, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.64, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.64, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.64, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.59, Train time = 0.0
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.62, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.83, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.83, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.83, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.83, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.83, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.83, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.83, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.83, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.54, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.54, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.54, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.54, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.54, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.54, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.54, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.54, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.54, Train time = 0.0
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.70, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.85, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.85, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.85, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.85, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.85, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.85, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.85, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.85, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.55, Train time = 0.0149998664856
Gamma = 32, C = 2.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.55, Train time = 0.0
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.59, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.59, Train time = 0.0149998664856
Gamma = 32, C = 2.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.59, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.59, Train time = 0.0
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.91, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.65, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.74, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.74, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.74, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.74, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.74, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.74, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.74, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.74, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.57, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.57, Train time = 0.0150001049042
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.58, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.63, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.63, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.63, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.63, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.63, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.63, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.63, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.63, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.53, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.53, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.53, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.53, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.53, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.53, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.53, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.53, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.53, Train time = 0.0
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.59, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.59, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.59, Train time = 0.0159997940063
Gamma = 32, C = 6.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.59, Train time = 0.0
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.61, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.70, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.70, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.70, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.70, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.70, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.70, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.70, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.70, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.57, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.57, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.57, Train time = 0.0
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.68, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.74, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.74, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.74, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.74, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.74, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.74, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.74, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.74, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.53, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.53, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.53, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.53, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.53, Train time = 0.0150001049042
Gamma = 32, C = 6.0, Acc = 0.53, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.53, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.53, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.53, Train time = 0.0
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.91, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.64, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.64, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.64, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.64, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.64, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.64, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.64, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.59, Train time = 0.0160000324249
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.95, Train time = 0.0159997940063
Gamma = 2, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.68, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.68, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.68, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.68, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.68, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.68, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.68, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.68, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 0.68, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.55, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.55, Train time = 0.0
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.61, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.61, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.61, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.61, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.61, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.61, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.61, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.61, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.61, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.56, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.56, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.56, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.56, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.56, Train time = 0.0159997940063
Gamma = 32, C = 6.0, Acc = 0.56, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.56, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.56, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.56, Train time = 0.0
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 8, C = 1.0, Acc = 0.60, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.65, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.65, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.65, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.65, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.65, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.65, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.65, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.65, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.60, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.60, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.60, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.60, Train time = 0.0150001049042
Gamma = 32, C = 5.0, Acc = 0.60, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.60, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.60, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.60, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.60, Train time = 0.0
Final Result Trainning 90%======
        Acc = 1.00
        Training time = 0.0

Final Result Trainning 90%======

        Acc = 1.00
==================================================================
DATASET dna information
180 dimensions, 2000 vectors, 3 class, 464 positive, 1536 negative

==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 0.98, Train time = 0.108999967575
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.140000104904
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.139999866486
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.139999866486
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 0.125, C = 1.0, Acc = 0.93, Train time = 0.171000003815
Gamma = 0.125, C = 2.0, Acc = 0.93, Train time = 0.171000003815
Gamma = 0.125, C = 3.0, Acc = 0.93, Train time = 0.171000003815
Gamma = 0.125, C = 4.0, Acc = 0.93, Train time = 0.171999931335
Gamma = 0.125, C = 5.0, Acc = 0.93, Train time = 0.172000169754
Gamma = 0.125, C = 6.0, Acc = 0.93, Train time = 0.171999931335
Gamma = 0.125, C = 7.0, Acc = 0.93, Train time = 0.156000137329
Gamma = 0.125, C = 8.0, Acc = 0.93, Train time = 0.171999931335
Gamma = 0.125, C = 9.0, Acc = 0.93, Train time = 0.171999931335
Gamma = 0.5, C = 1.0, Acc = 0.59, Train time = 0.186999797821
Gamma = 0.5, C = 2.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 0.5, C = 3.0, Acc = 0.59, Train time = 0.186999797821
Gamma = 0.5, C = 4.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 0.5, C = 5.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 0.5, C = 6.0, Acc = 0.59, Train time = 0.171000003815
Gamma = 0.5, C = 7.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 0.5, C = 8.0, Acc = 0.59, Train time = 0.172000169754
Gamma = 0.5, C = 9.0, Acc = 0.59, Train time = 0.155999898911
Gamma = 2, C = 1.0, Acc = 0.57, Train time = 0.18799996376
Gamma = 2, C = 2.0, Acc = 0.57, Train time = 0.172000169754
Gamma = 2, C = 3.0, Acc = 0.57, Train time = 0.18700003624
Gamma = 2, C = 4.0, Acc = 0.57, Train time = 0.171000003815
Gamma = 2, C = 5.0, Acc = 0.57, Train time = 0.171999931335
Gamma = 2, C = 6.0, Acc = 0.57, Train time = 0.171999931335
Gamma = 2, C = 7.0, Acc = 0.57, Train time = 0.172000169754
Gamma = 2, C = 8.0, Acc = 0.57, Train time = 0.18700003624
Gamma = 2, C = 9.0, Acc = 0.57, Train time = 0.186999797821
Gamma = 8, C = 1.0, Acc = 0.56, Train time = 0.171999931335
Gamma = 8, C = 2.0, Acc = 0.56, Train time = 0.156000137329
Gamma = 8, C = 3.0, Acc = 0.56, Train time = 0.171999931335
Gamma = 8, C = 4.0, Acc = 0.56, Train time = 0.171999931335
Gamma = 8, C = 5.0, Acc = 0.56, Train time = 0.171000003815
Gamma = 8, C = 6.0, Acc = 0.56, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 0.56, Train time = 0.156000137329
Gamma = 8, C = 8.0, Acc = 0.56, Train time = 0.171000003815
Gamma = 8, C = 9.0, Acc = 0.56, Train time = 0.171000003815
Gamma = 32, C = 1.0, Acc = 0.56, Train time = 0.18799996376
Gamma = 32, C = 2.0, Acc = 0.56, Train time = 0.172000169754
Gamma = 32, C = 3.0, Acc = 0.56, Train time = 0.18700003624
Gamma = 32, C = 4.0, Acc = 0.56, Train time = 0.18700003624
Gamma = 32, C = 5.0, Acc = 0.56, Train time = 0.186999797821
Gamma = 32, C = 6.0, Acc = 0.56, Train time = 0.18700003624
Gamma = 32, C = 7.0, Acc = 0.56, Train time = 0.171999931335
Gamma = 32, C = 8.0, Acc = 0.56, Train time = 0.172000169754
Gamma = 32, C = 9.0, Acc = 0.56, Train time = 0.18700003624
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.265000104904
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.375
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.375
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.374000072479
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.374000072479
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.358000040054
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.358999967575
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.375
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.357999801636
Gamma = 0.125, C = 1.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 0.125, C = 2.0, Acc = 0.75, Train time = 0.46799993515
Gamma = 0.125, C = 3.0, Acc = 0.75, Train time = 0.468000173569
Gamma = 0.125, C = 4.0, Acc = 0.75, Train time = 0.46799993515
Gamma = 0.125, C = 5.0, Acc = 0.75, Train time = 0.46799993515
Gamma = 0.125, C = 6.0, Acc = 0.75, Train time = 0.46799993515
Gamma = 0.125, C = 7.0, Acc = 0.75, Train time = 0.468000173569
Gamma = 0.125, C = 8.0, Acc = 0.75, Train time = 0.46799993515
Gamma = 0.125, C = 9.0, Acc = 0.75, Train time = 0.46799993515
Gamma = 0.5, C = 1.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 0.5, C = 2.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 0.5, C = 3.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 0.5, C = 4.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 0.5, C = 5.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 0.5, C = 6.0, Acc = 0.73, Train time = 0.468000173569
Gamma = 0.5, C = 7.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 0.5, C = 8.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 0.5, C = 9.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 2, C = 1.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 2, C = 2.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 2, C = 3.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 2, C = 4.0, Acc = 0.73, Train time = 0.468000173569
Gamma = 2, C = 5.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 2, C = 6.0, Acc = 0.73, Train time = 0.482999801636
Gamma = 2, C = 7.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 2, C = 8.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 2, C = 9.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 8, C = 1.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 8, C = 2.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 8, C = 3.0, Acc = 0.73, Train time = 0.452000141144
Gamma = 8, C = 4.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 8, C = 5.0, Acc = 0.73, Train time = 0.453000068665
Gamma = 8, C = 6.0, Acc = 0.73, Train time = 0.468000173569
Gamma = 8, C = 7.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 8, C = 8.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 8, C = 9.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 32, C = 1.0, Acc = 0.73, Train time = 0.498999834061
Gamma = 32, C = 2.0, Acc = 0.73, Train time = 0.514999866486
Gamma = 32, C = 3.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 32, C = 4.0, Acc = 0.73, Train time = 0.5
Gamma = 32, C = 5.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 32, C = 6.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 32, C = 7.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 32, C = 8.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 32, C = 9.0, Acc = 0.73, Train time = 0.5
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.96, Train time = 0.249000072479
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.233999967575
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.233999967575
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.249000072479
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.25
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.25
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.249000072479
Gamma = 0.03125, C = 8.0, Acc = 0.96, Train time = 0.233999967575
Gamma = 0.03125, C = 9.0, Acc = 0.96, Train time = 0.233999967575
Gamma = 0.125, C = 1.0, Acc = 0.75, Train time = 0.482999801636
Gamma = 0.125, C = 2.0, Acc = 0.76, Train time = 0.484000205994
Gamma = 0.125, C = 3.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.125, C = 4.0, Acc = 0.76, Train time = 0.483999967575
Gamma = 0.125, C = 5.0, Acc = 0.76, Train time = 0.484000205994
Gamma = 0.125, C = 6.0, Acc = 0.76, Train time = 0.483999967575
Gamma = 0.125, C = 7.0, Acc = 0.76, Train time = 0.483999967575
Gamma = 0.125, C = 8.0, Acc = 0.76, Train time = 0.484000205994
Gamma = 0.125, C = 9.0, Acc = 0.76, Train time = 0.483999967575
Gamma = 0.5, C = 1.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 0.5, C = 2.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 0.5, C = 3.0, Acc = 0.73, Train time = 0.498999834061
Gamma = 0.5, C = 4.0, Acc = 0.73, Train time = 0.484000205994
Gamma = 0.5, C = 5.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 0.5, C = 6.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 0.5, C = 7.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 0.5, C = 8.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 0.5, C = 9.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 2, C = 1.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 2, C = 2.0, Acc = 0.73, Train time = 0.546000003815
Gamma = 2, C = 3.0, Acc = 0.73, Train time = 0.515000104904
Gamma = 2, C = 4.0, Acc = 0.73, Train time = 0.514000177383
Gamma = 2, C = 5.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 2, C = 6.0, Acc = 0.73, Train time = 0.515000104904
Gamma = 2, C = 7.0, Acc = 0.73, Train time = 0.5
Gamma = 2, C = 8.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 2, C = 9.0, Acc = 0.73, Train time = 0.514999866486
Gamma = 8, C = 1.0, Acc = 0.73, Train time = 0.484000205994
Gamma = 8, C = 2.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 8, C = 3.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 8, C = 4.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 8, C = 5.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 8, C = 6.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 8, C = 7.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 8, C = 8.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 8, C = 9.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 32, C = 1.0, Acc = 0.73, Train time = 0.515000104904
Gamma = 32, C = 2.0, Acc = 0.73, Train time = 0.530999898911
Gamma = 32, C = 3.0, Acc = 0.73, Train time = 0.530000209808
Gamma = 32, C = 4.0, Acc = 0.73, Train time = 0.530999898911
Gamma = 32, C = 5.0, Acc = 0.73, Train time = 0.52999997139
Gamma = 32, C = 6.0, Acc = 0.73, Train time = 0.515000104904
Gamma = 32, C = 7.0, Acc = 0.73, Train time = 0.515000104904
Gamma = 32, C = 8.0, Acc = 0.73, Train time = 0.52999997139
Gamma = 32, C = 9.0, Acc = 0.73, Train time = 0.52999997139
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 0.98, Train time = 0.140000104904
Gamma = 0.03125, C = 2.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 0.03125, C = 3.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 0.03125, C = 4.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 0.03125, C = 5.0, Acc = 0.98, Train time = 0.156000137329
Gamma = 0.03125, C = 6.0, Acc = 0.98, Train time = 0.156000137329
Gamma = 0.03125, C = 7.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 0.03125, C = 8.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 0.125, C = 1.0, Acc = 0.94, Train time = 0.171000003815
Gamma = 0.125, C = 2.0, Acc = 0.94, Train time = 0.171000003815
Gamma = 0.125, C = 3.0, Acc = 0.94, Train time = 0.172000169754
Gamma = 0.125, C = 4.0, Acc = 0.94, Train time = 0.171999931335
Gamma = 0.125, C = 5.0, Acc = 0.94, Train time = 0.155999898911
Gamma = 0.125, C = 6.0, Acc = 0.94, Train time = 0.156000137329
Gamma = 0.125, C = 7.0, Acc = 0.94, Train time = 0.155999898911
Gamma = 0.125, C = 8.0, Acc = 0.94, Train time = 0.156000137329
Gamma = 0.125, C = 9.0, Acc = 0.94, Train time = 0.156000137329
Gamma = 0.5, C = 1.0, Acc = 0.62, Train time = 0.171999931335
Gamma = 0.5, C = 2.0, Acc = 0.62, Train time = 0.171000003815
Gamma = 0.5, C = 3.0, Acc = 0.62, Train time = 0.171000003815
Gamma = 0.5, C = 4.0, Acc = 0.62, Train time = 0.155999898911
Gamma = 0.5, C = 5.0, Acc = 0.62, Train time = 0.156000137329
Gamma = 0.5, C = 6.0, Acc = 0.62, Train time = 0.156000137329
Gamma = 0.5, C = 7.0, Acc = 0.62, Train time = 0.155999898911
Gamma = 0.5, C = 8.0, Acc = 0.62, Train time = 0.155999898911
Gamma = 0.5, C = 9.0, Acc = 0.62, Train time = 0.155999898911
Gamma = 2, C = 1.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 2, C = 2.0, Acc = 0.59, Train time = 0.18700003624
Gamma = 2, C = 3.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 2, C = 4.0, Acc = 0.59, Train time = 0.171000003815
Gamma = 2, C = 5.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 2, C = 6.0, Acc = 0.59, Train time = 0.18700003624
Gamma = 2, C = 7.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 2, C = 8.0, Acc = 0.59, Train time = 0.171000003815
Gamma = 2, C = 9.0, Acc = 0.59, Train time = 0.18700003624
Gamma = 8, C = 1.0, Acc = 0.58, Train time = 0.171999931335
Gamma = 8, C = 2.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 8, C = 3.0, Acc = 0.58, Train time = 0.171999931335
Gamma = 8, C = 4.0, Acc = 0.58, Train time = 0.171999931335
Gamma = 8, C = 5.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 8, C = 6.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 8, C = 7.0, Acc = 0.58, Train time = 0.156000137329
Gamma = 8, C = 8.0, Acc = 0.58, Train time = 0.156000137329
Gamma = 8, C = 9.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 32, C = 1.0, Acc = 0.58, Train time = 0.18799996376
Gamma = 32, C = 2.0, Acc = 0.58, Train time = 0.203000068665
Gamma = 32, C = 3.0, Acc = 0.58, Train time = 0.18700003624
Gamma = 32, C = 4.0, Acc = 0.58, Train time = 0.18700003624
Gamma = 32, C = 5.0, Acc = 0.58, Train time = 0.18700003624
Gamma = 32, C = 6.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 32, C = 7.0, Acc = 0.58, Train time = 0.172000169754
Gamma = 32, C = 8.0, Acc = 0.58, Train time = 0.18799996376
Gamma = 32, C = 9.0, Acc = 0.58, Train time = 0.18700003624
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.265000104904
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.375
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.358999967575
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.357999801636
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.358999967575
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.358999967575
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.358000040054
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.358999967575
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.358999967575
Gamma = 0.125, C = 1.0, Acc = 0.77, Train time = 0.484000205994
Gamma = 0.125, C = 2.0, Acc = 0.77, Train time = 0.453000068665
Gamma = 0.125, C = 3.0, Acc = 0.77, Train time = 0.451999902725
Gamma = 0.125, C = 4.0, Acc = 0.77, Train time = 0.453000068665
Gamma = 0.125, C = 5.0, Acc = 0.77, Train time = 0.451999902725
Gamma = 0.125, C = 6.0, Acc = 0.77, Train time = 0.46799993515
Gamma = 0.125, C = 7.0, Acc = 0.77, Train time = 0.46799993515
Gamma = 0.125, C = 8.0, Acc = 0.77, Train time = 0.468000173569
Gamma = 0.125, C = 9.0, Acc = 0.77, Train time = 0.452000141144
Gamma = 0.5, C = 1.0, Acc = 0.75, Train time = 0.46799993515
Gamma = 0.5, C = 2.0, Acc = 0.75, Train time = 0.451999902725
Gamma = 0.5, C = 3.0, Acc = 0.75, Train time = 0.453000068665
Gamma = 0.5, C = 4.0, Acc = 0.75, Train time = 0.451999902725
Gamma = 0.5, C = 5.0, Acc = 0.75, Train time = 0.453000068665
Gamma = 0.5, C = 6.0, Acc = 0.75, Train time = 0.452000141144
Gamma = 0.5, C = 7.0, Acc = 0.75, Train time = 0.452000141144
Gamma = 0.5, C = 8.0, Acc = 0.75, Train time = 0.452999830246
Gamma = 0.5, C = 9.0, Acc = 0.75, Train time = 0.46799993515
Gamma = 2, C = 1.0, Acc = 0.74, Train time = 0.482999801636
Gamma = 2, C = 2.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 2, C = 3.0, Acc = 0.74, Train time = 0.484000205994
Gamma = 2, C = 4.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 2, C = 5.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 2, C = 6.0, Acc = 0.74, Train time = 0.468000173569
Gamma = 2, C = 7.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 2, C = 8.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 2, C = 9.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 8, C = 1.0, Acc = 0.74, Train time = 0.468000173569
Gamma = 8, C = 2.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 8, C = 3.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 8, C = 4.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 8, C = 5.0, Acc = 0.74, Train time = 0.468000173569
Gamma = 8, C = 6.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 8, C = 7.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 8, C = 8.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 8, C = 9.0, Acc = 0.74, Train time = 0.499000072479
Gamma = 32, C = 1.0, Acc = 0.74, Train time = 0.5
Gamma = 32, C = 2.0, Acc = 0.74, Train time = 0.499000072479
Gamma = 32, C = 3.0, Acc = 0.74, Train time = 0.498999834061
Gamma = 32, C = 4.0, Acc = 0.74, Train time = 0.499000072479
Gamma = 32, C = 5.0, Acc = 0.74, Train time = 0.498999834061
Gamma = 32, C = 6.0, Acc = 0.74, Train time = 0.515000104904
Gamma = 32, C = 7.0, Acc = 0.74, Train time = 0.515000104904
Gamma = 32, C = 8.0, Acc = 0.74, Train time = 0.514999866486
Gamma = 32, C = 9.0, Acc = 0.74, Train time = 0.514999866486
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.233999967575
Gamma = 0.03125, C = 2.0, Acc = 0.98, Train time = 0.358999967575
Gamma = 0.03125, C = 3.0, Acc = 0.98, Train time = 0.357999801636
Gamma = 0.03125, C = 4.0, Acc = 0.98, Train time = 0.359000205994
Gamma = 0.03125, C = 5.0, Acc = 0.98, Train time = 0.359000205994
Gamma = 0.03125, C = 6.0, Acc = 0.98, Train time = 0.375
Gamma = 0.03125, C = 7.0, Acc = 0.98, Train time = 0.375
Gamma = 0.03125, C = 8.0, Acc = 0.98, Train time = 0.373999834061
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.373999834061
Gamma = 0.125, C = 1.0, Acc = 0.75, Train time = 0.498999834061
Gamma = 0.125, C = 2.0, Acc = 0.76, Train time = 0.483999967575
Gamma = 0.125, C = 3.0, Acc = 0.76, Train time = 0.483000040054
Gamma = 0.125, C = 4.0, Acc = 0.76, Train time = 0.483999967575
Gamma = 0.125, C = 5.0, Acc = 0.76, Train time = 0.484000205994
Gamma = 0.125, C = 6.0, Acc = 0.76, Train time = 0.483999967575
Gamma = 0.125, C = 7.0, Acc = 0.76, Train time = 0.483999967575
Gamma = 0.125, C = 8.0, Acc = 0.76, Train time = 0.483999967575
Gamma = 0.125, C = 9.0, Acc = 0.76, Train time = 0.483999967575
Gamma = 0.5, C = 1.0, Acc = 0.72, Train time = 0.499000072479
Gamma = 0.5, C = 2.0, Acc = 0.73, Train time = 0.5
Gamma = 0.5, C = 3.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 0.5, C = 4.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 0.5, C = 5.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 0.5, C = 6.0, Acc = 0.73, Train time = 0.515000104904
Gamma = 0.5, C = 7.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 0.5, C = 8.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 0.5, C = 9.0, Acc = 0.73, Train time = 0.5
Gamma = 2, C = 1.0, Acc = 0.72, Train time = 0.514999866486
Gamma = 2, C = 2.0, Acc = 0.72, Train time = 0.515000104904
Gamma = 2, C = 3.0, Acc = 0.72, Train time = 0.515000104904
Gamma = 2, C = 4.0, Acc = 0.72, Train time = 0.499000072479
Gamma = 2, C = 5.0, Acc = 0.72, Train time = 0.499000072479
Gamma = 2, C = 6.0, Acc = 0.72, Train time = 0.5
Gamma = 2, C = 7.0, Acc = 0.72, Train time = 0.499000072479
Gamma = 2, C = 8.0, Acc = 0.72, Train time = 0.499000072479
Gamma = 2, C = 9.0, Acc = 0.72, Train time = 0.499000072479
Gamma = 8, C = 1.0, Acc = 0.72, Train time = 0.483999967575
Gamma = 8, C = 2.0, Acc = 0.72, Train time = 0.483000040054
Gamma = 8, C = 3.0, Acc = 0.72, Train time = 0.483000040054
Gamma = 8, C = 4.0, Acc = 0.72, Train time = 0.483999967575
Gamma = 8, C = 5.0, Acc = 0.72, Train time = 0.483999967575
Gamma = 8, C = 6.0, Acc = 0.72, Train time = 0.483999967575
Gamma = 8, C = 7.0, Acc = 0.72, Train time = 0.483000040054
Gamma = 8, C = 8.0, Acc = 0.72, Train time = 0.483000040054
Gamma = 8, C = 9.0, Acc = 0.72, Train time = 0.483999967575
Gamma = 32, C = 1.0, Acc = 0.72, Train time = 0.52999997139
Gamma = 32, C = 2.0, Acc = 0.72, Train time = 0.515000104904
Gamma = 32, C = 3.0, Acc = 0.72, Train time = 0.52999997139
Gamma = 32, C = 4.0, Acc = 0.72, Train time = 0.531000137329
Gamma = 32, C = 5.0, Acc = 0.72, Train time = 0.514999866486
Gamma = 32, C = 6.0, Acc = 0.72, Train time = 0.514000177383
Gamma = 32, C = 7.0, Acc = 0.72, Train time = 0.52999997139
Gamma = 32, C = 8.0, Acc = 0.72, Train time = 0.531000137329
Gamma = 32, C = 9.0, Acc = 0.72, Train time = 0.52999997139
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 0.96, Train time = 0.141000032425
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.140000104904
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.139999866486
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.141000032425
Gamma = 0.03125, C = 8.0, Acc = 0.96, Train time = 0.140000104904
Gamma = 0.03125, C = 9.0, Acc = 0.96, Train time = 0.139999866486
Gamma = 0.125, C = 1.0, Acc = 0.93, Train time = 0.171000003815
Gamma = 0.125, C = 2.0, Acc = 0.93, Train time = 0.172000169754
Gamma = 0.125, C = 3.0, Acc = 0.93, Train time = 0.171999931335
Gamma = 0.125, C = 4.0, Acc = 0.93, Train time = 0.171999931335
Gamma = 0.125, C = 5.0, Acc = 0.93, Train time = 0.155999898911
Gamma = 0.125, C = 6.0, Acc = 0.93, Train time = 0.156000137329
Gamma = 0.125, C = 7.0, Acc = 0.93, Train time = 0.171000003815
Gamma = 0.125, C = 8.0, Acc = 0.93, Train time = 0.171000003815
Gamma = 0.125, C = 9.0, Acc = 0.93, Train time = 0.156000137329
Gamma = 0.5, C = 1.0, Acc = 0.61, Train time = 0.155999898911
Gamma = 0.5, C = 2.0, Acc = 0.61, Train time = 0.155999898911
Gamma = 0.5, C = 3.0, Acc = 0.61, Train time = 0.156000137329
Gamma = 0.5, C = 4.0, Acc = 0.61, Train time = 0.155999898911
Gamma = 0.5, C = 5.0, Acc = 0.61, Train time = 0.156000137329
Gamma = 0.5, C = 6.0, Acc = 0.61, Train time = 0.156000137329
Gamma = 0.5, C = 7.0, Acc = 0.61, Train time = 0.171999931335
Gamma = 0.5, C = 8.0, Acc = 0.61, Train time = 0.171999931335
Gamma = 0.5, C = 9.0, Acc = 0.61, Train time = 0.172000169754
Gamma = 2, C = 1.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 2, C = 2.0, Acc = 0.58, Train time = 0.172000169754
Gamma = 2, C = 3.0, Acc = 0.58, Train time = 0.18700003624
Gamma = 2, C = 4.0, Acc = 0.58, Train time = 0.172000169754
Gamma = 2, C = 5.0, Acc = 0.58, Train time = 0.18700003624
Gamma = 2, C = 6.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 2, C = 7.0, Acc = 0.58, Train time = 0.18799996376
Gamma = 2, C = 8.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 2, C = 9.0, Acc = 0.58, Train time = 0.18700003624
Gamma = 8, C = 1.0, Acc = 0.57, Train time = 0.171999931335
Gamma = 8, C = 2.0, Acc = 0.57, Train time = 0.171000003815
Gamma = 8, C = 3.0, Acc = 0.57, Train time = 0.171000003815
Gamma = 8, C = 4.0, Acc = 0.57, Train time = 0.171999931335
Gamma = 8, C = 5.0, Acc = 0.57, Train time = 0.156000137329
Gamma = 8, C = 6.0, Acc = 0.57, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 0.57, Train time = 0.155999898911
Gamma = 8, C = 8.0, Acc = 0.57, Train time = 0.171999931335
Gamma = 8, C = 9.0, Acc = 0.57, Train time = 0.171000003815
Gamma = 32, C = 1.0, Acc = 0.57, Train time = 0.18700003624
Gamma = 32, C = 2.0, Acc = 0.57, Train time = 0.171000003815
Gamma = 32, C = 3.0, Acc = 0.57, Train time = 0.172000169754
Gamma = 32, C = 4.0, Acc = 0.57, Train time = 0.171000003815
Gamma = 32, C = 5.0, Acc = 0.57, Train time = 0.172000169754
Gamma = 32, C = 6.0, Acc = 0.57, Train time = 0.171000003815
Gamma = 32, C = 7.0, Acc = 0.57, Train time = 0.171999931335
Gamma = 32, C = 8.0, Acc = 0.57, Train time = 0.18700003624
Gamma = 32, C = 9.0, Acc = 0.57, Train time = 0.171999931335
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.98, Train time = 0.248999834061
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.357999801636
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.358999967575
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.375
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.374000072479
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.358999967575
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.358999967575
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.358999967575
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.358999967575
Gamma = 0.125, C = 1.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.125, C = 2.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.125, C = 3.0, Acc = 0.76, Train time = 0.453000068665
Gamma = 0.125, C = 4.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.125, C = 5.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.125, C = 6.0, Acc = 0.76, Train time = 0.468000173569
Gamma = 0.125, C = 7.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.125, C = 8.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.125, C = 9.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.5, C = 1.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 0.5, C = 2.0, Acc = 0.74, Train time = 0.468000173569
Gamma = 0.5, C = 3.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 0.5, C = 4.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 0.5, C = 5.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 0.5, C = 6.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 0.5, C = 7.0, Acc = 0.74, Train time = 0.453000068665
Gamma = 0.5, C = 8.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 0.5, C = 9.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 2, C = 1.0, Acc = 0.74, Train time = 0.468000173569
Gamma = 2, C = 2.0, Acc = 0.74, Train time = 0.483000040054
Gamma = 2, C = 3.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 2, C = 4.0, Acc = 0.74, Train time = 0.482999801636
Gamma = 2, C = 5.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 2, C = 6.0, Acc = 0.74, Train time = 0.483000040054
Gamma = 2, C = 7.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 2, C = 8.0, Acc = 0.74, Train time = 0.483000040054
Gamma = 2, C = 9.0, Acc = 0.74, Train time = 0.499000072479
Gamma = 8, C = 1.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 8, C = 2.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 8, C = 3.0, Acc = 0.74, Train time = 0.468000173569
Gamma = 8, C = 4.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 8, C = 5.0, Acc = 0.74, Train time = 0.482999801636
Gamma = 8, C = 6.0, Acc = 0.74, Train time = 0.483000040054
Gamma = 8, C = 7.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 8, C = 8.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 8, C = 9.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 32, C = 1.0, Acc = 0.74, Train time = 0.499000072479
Gamma = 32, C = 2.0, Acc = 0.74, Train time = 0.514999866486
Gamma = 32, C = 3.0, Acc = 0.74, Train time = 0.515000104904
Gamma = 32, C = 4.0, Acc = 0.74, Train time = 0.499000072479
Gamma = 32, C = 5.0, Acc = 0.74, Train time = 0.514999866486
Gamma = 32, C = 6.0, Acc = 0.74, Train time = 0.5
Gamma = 32, C = 7.0, Acc = 0.74, Train time = 0.514999866486
Gamma = 32, C = 8.0, Acc = 0.74, Train time = 0.499000072479
Gamma = 32, C = 9.0, Acc = 0.74, Train time = 0.515000104904
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.233999967575
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.233999967575
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.233999967575
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.233999967575
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.233999967575
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.233999967575
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.25
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.25
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.249000072479
Gamma = 0.125, C = 1.0, Acc = 0.74, Train time = 0.499000072479
Gamma = 0.125, C = 2.0, Acc = 0.75, Train time = 0.468000173569
Gamma = 0.125, C = 3.0, Acc = 0.75, Train time = 0.483000040054
Gamma = 0.125, C = 4.0, Acc = 0.75, Train time = 0.483999967575
Gamma = 0.125, C = 5.0, Acc = 0.75, Train time = 0.468000173569
Gamma = 0.125, C = 6.0, Acc = 0.75, Train time = 0.483999967575
Gamma = 0.125, C = 7.0, Acc = 0.75, Train time = 0.46799993515
Gamma = 0.125, C = 8.0, Acc = 0.75, Train time = 0.46799993515
Gamma = 0.125, C = 9.0, Acc = 0.75, Train time = 0.483999967575
Gamma = 0.5, C = 1.0, Acc = 0.73, Train time = 0.5
Gamma = 0.5, C = 2.0, Acc = 0.73, Train time = 0.498999834061
Gamma = 0.5, C = 3.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 0.5, C = 4.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 0.5, C = 5.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 0.5, C = 6.0, Acc = 0.73, Train time = 0.484000205994
Gamma = 0.5, C = 7.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 0.5, C = 8.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 0.5, C = 9.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 2, C = 1.0, Acc = 0.73, Train time = 0.498999834061
Gamma = 2, C = 2.0, Acc = 0.73, Train time = 0.484000205994
Gamma = 2, C = 3.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 2, C = 4.0, Acc = 0.73, Train time = 0.5
Gamma = 2, C = 5.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 2, C = 6.0, Acc = 0.73, Train time = 0.498999834061
Gamma = 2, C = 7.0, Acc = 0.73, Train time = 0.484000205994
Gamma = 2, C = 8.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 2, C = 9.0, Acc = 0.73, Train time = 0.5
Gamma = 8, C = 1.0, Acc = 0.73, Train time = 0.484000205994
Gamma = 8, C = 2.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 8, C = 3.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 8, C = 4.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 8, C = 5.0, Acc = 0.73, Train time = 0.468000173569
Gamma = 8, C = 6.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 8, C = 7.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 8, C = 8.0, Acc = 0.73, Train time = 0.468000173569
Gamma = 8, C = 9.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 32, C = 1.0, Acc = 0.73, Train time = 0.513999938965
Gamma = 32, C = 2.0, Acc = 0.73, Train time = 0.514999866486
Gamma = 32, C = 3.0, Acc = 0.73, Train time = 0.498999834061
Gamma = 32, C = 4.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 32, C = 5.0, Acc = 0.73, Train time = 0.514000177383
Gamma = 32, C = 6.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 32, C = 7.0, Acc = 0.73, Train time = 0.498999834061
Gamma = 32, C = 8.0, Acc = 0.73, Train time = 0.514999866486
Gamma = 32, C = 9.0, Acc = 0.73, Train time = 0.499000072479
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 0.98, Train time = 0.108999967575
Gamma = 0.03125, C = 2.0, Acc = 0.98, Train time = 0.139999866486
Gamma = 0.03125, C = 3.0, Acc = 0.98, Train time = 0.141000032425
Gamma = 0.03125, C = 4.0, Acc = 0.98, Train time = 0.141000032425
Gamma = 0.03125, C = 5.0, Acc = 0.98, Train time = 0.140000104904
Gamma = 0.03125, C = 6.0, Acc = 0.98, Train time = 0.141000032425
Gamma = 0.03125, C = 7.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 0.03125, C = 8.0, Acc = 0.98, Train time = 0.156000137329
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 0.125, C = 1.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 0.125, C = 2.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 0.125, C = 3.0, Acc = 0.96, Train time = 0.18799996376
Gamma = 0.125, C = 4.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 0.125, C = 5.0, Acc = 0.96, Train time = 0.171000003815
Gamma = 0.125, C = 6.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 0.125, C = 7.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 0.125, C = 8.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 0.125, C = 9.0, Acc = 0.96, Train time = 0.172000169754
Gamma = 0.5, C = 1.0, Acc = 0.61, Train time = 0.171999931335
Gamma = 0.5, C = 2.0, Acc = 0.62, Train time = 0.171000003815
Gamma = 0.5, C = 3.0, Acc = 0.62, Train time = 0.171000003815
Gamma = 0.5, C = 4.0, Acc = 0.62, Train time = 0.155999898911
Gamma = 0.5, C = 5.0, Acc = 0.62, Train time = 0.155999898911
Gamma = 0.5, C = 6.0, Acc = 0.62, Train time = 0.156000137329
Gamma = 0.5, C = 7.0, Acc = 0.62, Train time = 0.155999898911
Gamma = 0.5, C = 8.0, Acc = 0.62, Train time = 0.155999898911
Gamma = 0.5, C = 9.0, Acc = 0.62, Train time = 0.156000137329
Gamma = 2, C = 1.0, Acc = 0.58, Train time = 0.18700003624
Gamma = 2, C = 2.0, Acc = 0.58, Train time = 0.171999931335
Gamma = 2, C = 3.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 2, C = 4.0, Acc = 0.58, Train time = 0.171999931335
Gamma = 2, C = 5.0, Acc = 0.58, Train time = 0.172000169754
Gamma = 2, C = 6.0, Acc = 0.58, Train time = 0.171999931335
Gamma = 2, C = 7.0, Acc = 0.58, Train time = 0.172000169754
Gamma = 2, C = 8.0, Acc = 0.58, Train time = 0.171999931335
Gamma = 2, C = 9.0, Acc = 0.58, Train time = 0.171999931335
Gamma = 8, C = 1.0, Acc = 0.58, Train time = 0.171999931335
Gamma = 8, C = 2.0, Acc = 0.58, Train time = 0.171999931335
Gamma = 8, C = 3.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 8, C = 4.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 8, C = 5.0, Acc = 0.58, Train time = 0.172000169754
Gamma = 8, C = 6.0, Acc = 0.58, Train time = 0.171999931335
Gamma = 8, C = 7.0, Acc = 0.58, Train time = 0.171999931335
Gamma = 8, C = 8.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 8, C = 9.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 32, C = 1.0, Acc = 0.58, Train time = 0.18799996376
Gamma = 32, C = 2.0, Acc = 0.58, Train time = 0.18700003624
Gamma = 32, C = 3.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 32, C = 4.0, Acc = 0.58, Train time = 0.18700003624
Gamma = 32, C = 5.0, Acc = 0.58, Train time = 0.18700003624
Gamma = 32, C = 6.0, Acc = 0.58, Train time = 0.18799996376
Gamma = 32, C = 7.0, Acc = 0.58, Train time = 0.171000003815
Gamma = 32, C = 8.0, Acc = 0.58, Train time = 0.171999931335
Gamma = 32, C = 9.0, Acc = 0.58, Train time = 0.171000003815
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.25
Gamma = 0.03125, C = 2.0, Acc = 0.98, Train time = 0.358999967575
Gamma = 0.03125, C = 3.0, Acc = 0.98, Train time = 0.373999834061
Gamma = 0.03125, C = 4.0, Acc = 0.98, Train time = 0.358999967575
Gamma = 0.03125, C = 5.0, Acc = 0.98, Train time = 0.358999967575
Gamma = 0.03125, C = 6.0, Acc = 0.98, Train time = 0.374000072479
Gamma = 0.03125, C = 7.0, Acc = 0.98, Train time = 0.358999967575
Gamma = 0.03125, C = 8.0, Acc = 0.98, Train time = 0.358999967575
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.358000040054
Gamma = 0.125, C = 1.0, Acc = 0.77, Train time = 0.468000173569
Gamma = 0.125, C = 2.0, Acc = 0.77, Train time = 0.451999902725
Gamma = 0.125, C = 3.0, Acc = 0.77, Train time = 0.46799993515
Gamma = 0.125, C = 4.0, Acc = 0.77, Train time = 0.451999902725
Gamma = 0.125, C = 5.0, Acc = 0.77, Train time = 0.453000068665
Gamma = 0.125, C = 6.0, Acc = 0.77, Train time = 0.453000068665
Gamma = 0.125, C = 7.0, Acc = 0.77, Train time = 0.451999902725
Gamma = 0.125, C = 8.0, Acc = 0.77, Train time = 0.46799993515
Gamma = 0.125, C = 9.0, Acc = 0.77, Train time = 0.452999830246
Gamma = 0.5, C = 1.0, Acc = 0.74, Train time = 0.468000173569
Gamma = 0.5, C = 2.0, Acc = 0.74, Train time = 0.452000141144
Gamma = 0.5, C = 3.0, Acc = 0.74, Train time = 0.453000068665
Gamma = 0.5, C = 4.0, Acc = 0.74, Train time = 0.451999902725
Gamma = 0.5, C = 5.0, Acc = 0.74, Train time = 0.453000068665
Gamma = 0.5, C = 6.0, Acc = 0.74, Train time = 0.451999902725
Gamma = 0.5, C = 7.0, Acc = 0.74, Train time = 0.451999902725
Gamma = 0.5, C = 8.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 0.5, C = 9.0, Acc = 0.74, Train time = 0.468000173569
Gamma = 2, C = 1.0, Acc = 0.74, Train time = 0.468000173569
Gamma = 2, C = 2.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 2, C = 3.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 2, C = 4.0, Acc = 0.74, Train time = 0.484000205994
Gamma = 2, C = 5.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 2, C = 6.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 2, C = 7.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 2, C = 8.0, Acc = 0.74, Train time = 0.484000205994
Gamma = 2, C = 9.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 8, C = 1.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 8, C = 2.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 8, C = 3.0, Acc = 0.74, Train time = 0.468000173569
Gamma = 8, C = 4.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 8, C = 5.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 8, C = 6.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 8, C = 7.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 8, C = 8.0, Acc = 0.74, Train time = 0.468000173569
Gamma = 8, C = 9.0, Acc = 0.74, Train time = 0.46799993515
Gamma = 32, C = 1.0, Acc = 0.74, Train time = 0.498999834061
Gamma = 32, C = 2.0, Acc = 0.74, Train time = 0.515000104904
Gamma = 32, C = 3.0, Acc = 0.74, Train time = 0.499000072479
Gamma = 32, C = 4.0, Acc = 0.74, Train time = 0.5
Gamma = 32, C = 5.0, Acc = 0.74, Train time = 0.499000072479
Gamma = 32, C = 6.0, Acc = 0.74, Train time = 0.499000072479
Gamma = 32, C = 7.0, Acc = 0.74, Train time = 0.499000072479
Gamma = 32, C = 8.0, Acc = 0.74, Train time = 0.499000072479
Gamma = 32, C = 9.0, Acc = 0.74, Train time = 0.5
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.264999866486
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.358999967575
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.358999967575
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.375
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.375
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.374000072479
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.375
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.373999834061
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.357999801636
Gamma = 0.125, C = 1.0, Acc = 0.74, Train time = 0.482999801636
Gamma = 0.125, C = 2.0, Acc = 0.76, Train time = 0.483000040054
Gamma = 0.125, C = 3.0, Acc = 0.76, Train time = 0.483000040054
Gamma = 0.125, C = 4.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.125, C = 5.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.125, C = 6.0, Acc = 0.76, Train time = 0.468000173569
Gamma = 0.125, C = 7.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.125, C = 8.0, Acc = 0.76, Train time = 0.483999967575
Gamma = 0.125, C = 9.0, Acc = 0.76, Train time = 0.468000173569
Gamma = 0.5, C = 1.0, Acc = 0.72, Train time = 0.483999967575
Gamma = 0.5, C = 2.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 0.5, C = 3.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 0.5, C = 4.0, Acc = 0.73, Train time = 0.498999834061
Gamma = 0.5, C = 5.0, Acc = 0.73, Train time = 0.484000205994
Gamma = 0.5, C = 6.0, Acc = 0.73, Train time = 0.498999834061
Gamma = 0.5, C = 7.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 0.5, C = 8.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 0.5, C = 9.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 2, C = 1.0, Acc = 0.72, Train time = 0.483000040054
Gamma = 2, C = 2.0, Acc = 0.72, Train time = 0.513999938965
Gamma = 2, C = 3.0, Acc = 0.72, Train time = 0.561000108719
Gamma = 2, C = 4.0, Acc = 0.72, Train time = 0.515000104904
Gamma = 2, C = 5.0, Acc = 0.72, Train time = 0.5
Gamma = 2, C = 6.0, Acc = 0.72, Train time = 0.514999866486
Gamma = 2, C = 7.0, Acc = 0.72, Train time = 0.514999866486
Gamma = 2, C = 8.0, Acc = 0.72, Train time = 0.513999938965
Gamma = 2, C = 9.0, Acc = 0.72, Train time = 0.498999834061
Gamma = 8, C = 1.0, Acc = 0.72, Train time = 0.468000173569
Gamma = 8, C = 2.0, Acc = 0.72, Train time = 0.483999967575
Gamma = 8, C = 3.0, Acc = 0.72, Train time = 0.483999967575
Gamma = 8, C = 4.0, Acc = 0.72, Train time = 0.499000072479
Gamma = 8, C = 5.0, Acc = 0.72, Train time = 0.483999967575
Gamma = 8, C = 6.0, Acc = 0.72, Train time = 0.499000072479
Gamma = 8, C = 7.0, Acc = 0.72, Train time = 0.483000040054
Gamma = 8, C = 8.0, Acc = 0.72, Train time = 0.483999967575
Gamma = 8, C = 9.0, Acc = 0.72, Train time = 0.483999967575
Gamma = 32, C = 1.0, Acc = 0.72, Train time = 0.498999834061
Gamma = 32, C = 2.0, Acc = 0.72, Train time = 0.515000104904
Gamma = 32, C = 3.0, Acc = 0.72, Train time = 0.52999997139
Gamma = 32, C = 4.0, Acc = 0.72, Train time = 0.513999938965
Gamma = 32, C = 5.0, Acc = 0.72, Train time = 0.530000209808
Gamma = 32, C = 6.0, Acc = 0.72, Train time = 0.514999866486
Gamma = 32, C = 7.0, Acc = 0.72, Train time = 0.515000104904
Gamma = 32, C = 8.0, Acc = 0.72, Train time = 0.514999866486
Gamma = 32, C = 9.0, Acc = 0.72, Train time = 0.515000104904
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 0.95, Train time = 0.140999794006
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.139999866486
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.141000032425
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.156000137329
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.155999898911
Gamma = 0.03125, C = 6.0, Acc = 0.95, Train time = 0.156000137329
Gamma = 0.03125, C = 7.0, Acc = 0.95, Train time = 0.172000169754
Gamma = 0.03125, C = 8.0, Acc = 0.95, Train time = 0.141000032425
Gamma = 0.03125, C = 9.0, Acc = 0.95, Train time = 0.156000137329
Gamma = 0.125, C = 1.0, Acc = 0.88, Train time = 0.172000169754
Gamma = 0.125, C = 2.0, Acc = 0.89, Train time = 0.171999931335
Gamma = 0.125, C = 3.0, Acc = 0.89, Train time = 0.18700003624
Gamma = 0.125, C = 4.0, Acc = 0.89, Train time = 0.171999931335
Gamma = 0.125, C = 5.0, Acc = 0.89, Train time = 0.155999898911
Gamma = 0.125, C = 6.0, Acc = 0.89, Train time = 0.156000137329
Gamma = 0.125, C = 7.0, Acc = 0.89, Train time = 0.155999898911
Gamma = 0.125, C = 8.0, Acc = 0.89, Train time = 0.156000137329
Gamma = 0.125, C = 9.0, Acc = 0.89, Train time = 0.156000137329
Gamma = 0.5, C = 1.0, Acc = 0.62, Train time = 0.155999898911
Gamma = 0.5, C = 2.0, Acc = 0.62, Train time = 0.155999898911
Gamma = 0.5, C = 3.0, Acc = 0.62, Train time = 0.171999931335
Gamma = 0.5, C = 4.0, Acc = 0.62, Train time = 0.155999898911
Gamma = 0.5, C = 5.0, Acc = 0.62, Train time = 0.156000137329
Gamma = 0.5, C = 6.0, Acc = 0.62, Train time = 0.155999898911
Gamma = 0.5, C = 7.0, Acc = 0.62, Train time = 0.155999898911
Gamma = 0.5, C = 8.0, Acc = 0.62, Train time = 0.156000137329
Gamma = 0.5, C = 9.0, Acc = 0.62, Train time = 0.171999931335
Gamma = 2, C = 1.0, Acc = 0.59, Train time = 0.186999797821
Gamma = 2, C = 2.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 2, C = 3.0, Acc = 0.59, Train time = 0.171000003815
Gamma = 2, C = 4.0, Acc = 0.59, Train time = 0.171000003815
Gamma = 2, C = 5.0, Acc = 0.59, Train time = 0.172000169754
Gamma = 2, C = 6.0, Acc = 0.59, Train time = 0.171000003815
Gamma = 2, C = 7.0, Acc = 0.59, Train time = 0.172000169754
Gamma = 2, C = 8.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 2, C = 9.0, Acc = 0.59, Train time = 0.172000169754
Gamma = 8, C = 1.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 8, C = 2.0, Acc = 0.59, Train time = 0.171000003815
Gamma = 8, C = 3.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 8, C = 4.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 8, C = 5.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 8, C = 6.0, Acc = 0.59, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 0.59, Train time = 0.172000169754
Gamma = 8, C = 8.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 8, C = 9.0, Acc = 0.59, Train time = 0.171000003815
Gamma = 32, C = 1.0, Acc = 0.59, Train time = 0.171999931335
Gamma = 32, C = 2.0, Acc = 0.59, Train time = 0.18700003624
Gamma = 32, C = 3.0, Acc = 0.59, Train time = 0.18700003624
Gamma = 32, C = 4.0, Acc = 0.59, Train time = 0.18799996376
Gamma = 32, C = 5.0, Acc = 0.59, Train time = 0.172000169754
Gamma = 32, C = 6.0, Acc = 0.59, Train time = 0.171000003815
Gamma = 32, C = 7.0, Acc = 0.59, Train time = 0.172000169754
Gamma = 32, C = 8.0, Acc = 0.59, Train time = 0.171000003815
Gamma = 32, C = 9.0, Acc = 0.59, Train time = 0.18700003624
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.96, Train time = 0.266000032425
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.358999967575
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.357999801636
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.358999967575
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.358999967575
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.358999967575
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.358999967575
Gamma = 0.03125, C = 8.0, Acc = 0.96, Train time = 0.359000205994
Gamma = 0.03125, C = 9.0, Acc = 0.96, Train time = 0.343000173569
Gamma = 0.125, C = 1.0, Acc = 0.77, Train time = 0.46799993515
Gamma = 0.125, C = 2.0, Acc = 0.77, Train time = 0.468000173569
Gamma = 0.125, C = 3.0, Acc = 0.77, Train time = 0.46799993515
Gamma = 0.125, C = 4.0, Acc = 0.77, Train time = 0.46799993515
Gamma = 0.125, C = 5.0, Acc = 0.77, Train time = 0.451999902725
Gamma = 0.125, C = 6.0, Acc = 0.77, Train time = 0.46799993515
Gamma = 0.125, C = 7.0, Acc = 0.77, Train time = 0.468000173569
Gamma = 0.125, C = 8.0, Acc = 0.77, Train time = 0.452999830246
Gamma = 0.125, C = 9.0, Acc = 0.77, Train time = 0.46799993515
Gamma = 0.5, C = 1.0, Acc = 0.75, Train time = 0.46799993515
Gamma = 0.5, C = 2.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.5, C = 3.0, Acc = 0.76, Train time = 0.468000173569
Gamma = 0.5, C = 4.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.5, C = 5.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.5, C = 6.0, Acc = 0.76, Train time = 0.483999967575
Gamma = 0.5, C = 7.0, Acc = 0.76, Train time = 0.468000173569
Gamma = 0.5, C = 8.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 0.5, C = 9.0, Acc = 0.76, Train time = 0.46799993515
Gamma = 2, C = 1.0, Acc = 0.75, Train time = 0.483999967575
Gamma = 2, C = 2.0, Acc = 0.75, Train time = 0.483000040054
Gamma = 2, C = 3.0, Acc = 0.75, Train time = 0.46799993515
Gamma = 2, C = 4.0, Acc = 0.75, Train time = 0.482999801636
Gamma = 2, C = 5.0, Acc = 0.75, Train time = 0.483000040054
Gamma = 2, C = 6.0, Acc = 0.75, Train time = 0.483000040054
Gamma = 2, C = 7.0, Acc = 0.75, Train time = 0.482999801636
Gamma = 2, C = 8.0, Acc = 0.75, Train time = 0.483999967575
Gamma = 2, C = 9.0, Acc = 0.75, Train time = 0.484000205994
Gamma = 8, C = 1.0, Acc = 0.75, Train time = 0.46799993515
Gamma = 8, C = 2.0, Acc = 0.75, Train time = 0.482999801636
Gamma = 8, C = 3.0, Acc = 0.75, Train time = 0.483000040054
Gamma = 8, C = 4.0, Acc = 0.75, Train time = 0.484000205994
Gamma = 8, C = 5.0, Acc = 0.75, Train time = 0.483999967575
Gamma = 8, C = 6.0, Acc = 0.75, Train time = 0.46799993515
Gamma = 8, C = 7.0, Acc = 0.75, Train time = 0.484000205994
Gamma = 8, C = 8.0, Acc = 0.75, Train time = 0.483999967575
Gamma = 8, C = 9.0, Acc = 0.75, Train time = 0.482999801636
Gamma = 32, C = 1.0, Acc = 0.75, Train time = 0.499000072479
Gamma = 32, C = 2.0, Acc = 0.75, Train time = 0.514999866486
Gamma = 32, C = 3.0, Acc = 0.75, Train time = 0.514999866486
Gamma = 32, C = 4.0, Acc = 0.75, Train time = 0.515000104904
Gamma = 32, C = 5.0, Acc = 0.75, Train time = 0.514999866486
Gamma = 32, C = 6.0, Acc = 0.75, Train time = 0.498999834061
Gamma = 32, C = 7.0, Acc = 0.75, Train time = 0.513999938965
Gamma = 32, C = 8.0, Acc = 0.75, Train time = 0.514000177383
Gamma = 32, C = 9.0, Acc = 0.75, Train time = 0.513999938965
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.98, Train time = 0.249000072479
Gamma = 0.03125, C = 2.0, Acc = 0.98, Train time = 0.358999967575
Gamma = 0.03125, C = 3.0, Acc = 0.98, Train time = 0.358999967575
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.358999967575
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.358000040054
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.375
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.375
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.358000040054
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.359000205994
Gamma = 0.125, C = 1.0, Acc = 0.76, Train time = 0.484000205994
Gamma = 0.125, C = 2.0, Acc = 0.77, Train time = 0.483000040054
Gamma = 0.125, C = 3.0, Acc = 0.77, Train time = 0.46799993515
Gamma = 0.125, C = 4.0, Acc = 0.77, Train time = 0.483000040054
Gamma = 0.125, C = 5.0, Acc = 0.77, Train time = 0.482999801636
Gamma = 0.125, C = 6.0, Acc = 0.77, Train time = 0.483000040054
Gamma = 0.125, C = 7.0, Acc = 0.77, Train time = 0.483000040054
Gamma = 0.125, C = 8.0, Acc = 0.77, Train time = 0.483999967575
Gamma = 0.125, C = 9.0, Acc = 0.77, Train time = 0.483000040054
Gamma = 0.5, C = 1.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 0.5, C = 2.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 0.5, C = 3.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 0.5, C = 4.0, Acc = 0.74, Train time = 0.483000040054
Gamma = 0.5, C = 5.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 0.5, C = 6.0, Acc = 0.74, Train time = 0.483000040054
Gamma = 0.5, C = 7.0, Acc = 0.74, Train time = 0.483000040054
Gamma = 0.5, C = 8.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 0.5, C = 9.0, Acc = 0.74, Train time = 0.483999967575
Gamma = 2, C = 1.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 2, C = 2.0, Acc = 0.73, Train time = 0.498999834061
Gamma = 2, C = 3.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 2, C = 4.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 2, C = 5.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 2, C = 6.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 2, C = 7.0, Acc = 0.73, Train time = 0.482999801636
Gamma = 2, C = 8.0, Acc = 0.73, Train time = 0.499000072479
Gamma = 2, C = 9.0, Acc = 0.73, Train time = 0.483000040054
Gamma = 8, C = 1.0, Acc = 0.73, Train time = 0.482999801636
Gamma = 8, C = 2.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 8, C = 3.0, Acc = 0.73, Train time = 0.468000173569
Gamma = 8, C = 4.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 8, C = 5.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 8, C = 6.0, Acc = 0.73, Train time = 0.468000173569
Gamma = 8, C = 7.0, Acc = 0.73, Train time = 0.483999967575
Gamma = 8, C = 8.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 8, C = 9.0, Acc = 0.73, Train time = 0.46799993515
Gamma = 32, C = 1.0, Acc = 0.73, Train time = 0.514000177383
Gamma = 32, C = 2.0, Acc = 0.73, Train time = 0.498999834061
Gamma = 32, C = 3.0, Acc = 0.73, Train time = 0.513999938965
Gamma = 32, C = 4.0, Acc = 0.73, Train time = 0.514000177383
Gamma = 32, C = 5.0, Acc = 0.73, Train time = 0.513999938965
Gamma = 32, C = 6.0, Acc = 0.73, Train time = 0.498999834061
Gamma = 32, C = 7.0, Acc = 0.73, Train time = 0.514999866486
Gamma = 32, C = 8.0, Acc = 0.73, Train time = 0.515000104904
Gamma = 32, C = 9.0, Acc = 0.73, Train time = 0.499000072479
Final Result Trainning 90%======
        Acc = 0.97
        Training time = 0.71799993515

Final Result Trainning 90%======

        Acc = 0.96
==================================================================
DATASET vehicle information
18 dimensions, 846 vectors, 4 class, 212 positive, 634 negative

==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 0.54, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.53, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.54, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.57, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.58, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.59, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.59, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 0.61, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.53, Train time = 0.0149998664856
Gamma = 0.125, C = 2.0, Acc = 0.63, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.65, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.68, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.70, Train time = 0.0149998664856
Gamma = 0.125, C = 6.0, Acc = 0.70, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.71, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.72, Train time = 0.0150001049042
Gamma = 0.125, C = 9.0, Acc = 0.71, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 0.70, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.73, Train time = 0.0149998664856
Gamma = 0.5, C = 4.0, Acc = 0.75, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.76, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.75, Train time = 0.0149998664856
Gamma = 0.5, C = 7.0, Acc = 0.76, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.72, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.68, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.65, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.66, Train time = 0.0149998664856
Gamma = 2, C = 4.0, Acc = 0.70, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.70, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.70, Train time = 0.0149998664856
Gamma = 2, C = 7.0, Acc = 0.71, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.72, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.59, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.59, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.61, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.61, Train time = 0.0159997940063
Gamma = 8, C = 6.0, Acc = 0.61, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.61, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.61, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.61, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.51, Train time = 0.0149998664856
Gamma = 32, C = 2.0, Acc = 0.49, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.49, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.49, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.49, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.49, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.49, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.49, Train time = 0.0149998664856
Gamma = 32, C = 9.0, Acc = 0.49, Train time = 0.0160000324249
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.0159997940063
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.89, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.90, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.90, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.90, Train time = 0.0159997940063
Gamma = 8, C = 6.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.90, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.90, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.65, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.66, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.66, Train time = 0.0150001049042
Gamma = 32, C = 4.0, Acc = 0.66, Train time = 0.0159997940063
Gamma = 32, C = 5.0, Acc = 0.66, Train time = 0.0150001049042
Gamma = 32, C = 6.0, Acc = 0.66, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.66, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.66, Train time = 0.0149998664856
Gamma = 32, C = 9.0, Acc = 0.66, Train time = 0.0160000324249
TRAINING CLASS 14:
Gamma = 0.03125, C = 1.0, Acc = 0.88, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.89, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.93, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.0159997940063
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.125, C = 1.0, Acc = 0.93, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.93, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.78, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.80, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.80, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.80, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.80, Train time = 0.0159997940063
Gamma = 8, C = 8.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.80, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.54, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.55, Train time = 0.0149998664856
Gamma = 32, C = 3.0, Acc = 0.55, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.55, Train time = 0.0150001049042
Gamma = 32, C = 5.0, Acc = 0.55, Train time = 0.0159997940063
Gamma = 32, C = 6.0, Acc = 0.55, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.55, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.55, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.55, Train time = 0.0149998664856
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.85, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.87, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 0.03125, C = 5.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.94, Train time = 0.0159997940063
Gamma = 0.125, C = 1.0, Acc = 0.92, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.125, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.88, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.90, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.90, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.90, Train time = 0.0159997940063
Gamma = 8, C = 8.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.90, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.68, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.71, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.71, Train time = 0.0149998664856
Gamma = 32, C = 4.0, Acc = 0.71, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.71, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.71, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.71, Train time = 0.0159997940063
Gamma = 32, C = 8.0, Acc = 0.71, Train time = 0.0150001049042
Gamma = 32, C = 9.0, Acc = 0.71, Train time = 0.0160000324249
TRAINING CLASS 24:
Gamma = 0.03125, C = 1.0, Acc = 0.85, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.92, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.87, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.87, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.87, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.87, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.55, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.57, Train time = 0.0150001049042
TRAINING CLASS 34:
Gamma = 0.03125, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.57, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.61, Train time = 0.0150001049042
Gamma = 32, C = 3.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.61, Train time = 0.0149998664856
Gamma = 32, C = 6.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.61, Train time = 0.0150001049042
Gamma = 32, C = 8.0, Acc = 0.61, Train time = 0.0159997940063
Gamma = 32, C = 9.0, Acc = 0.61, Train time = 0.0160000324249
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 0.56, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.60, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.56, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.56, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.56, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.60, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 0.63, Train time = 0.0159997940063
Gamma = 0.03125, C = 9.0, Acc = 0.60, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.58, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.62, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.62, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.59, Train time = 0.0149998664856
Gamma = 0.125, C = 6.0, Acc = 0.59, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 0.59, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.60, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 0.59, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.65, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.62, Train time = 0.0150001049042
Gamma = 0.5, C = 4.0, Acc = 0.63, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.62, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.62, Train time = 0.0149998664856
Gamma = 0.5, C = 7.0, Acc = 0.63, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 0.67, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.68, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.56, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.62, Train time = 0.0149998664856
Gamma = 2, C = 4.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.62, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.62, Train time = 0.0149998664856
Gamma = 2, C = 7.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.64, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.59, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.56, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.56, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.58, Train time = 0.0310001373291
Gamma = 8, C = 5.0, Acc = 0.58, Train time = 0.0159997940063
Gamma = 8, C = 6.0, Acc = 0.58, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.58, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.58, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.58, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.51, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.51, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.51, Train time = 0.0150001049042
Gamma = 32, C = 4.0, Acc = 0.51, Train time = 0.0159997940063
Gamma = 32, C = 5.0, Acc = 0.51, Train time = 0.0150001049042
Gamma = 32, C = 6.0, Acc = 0.51, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.51, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.51, Train time = 0.0149998664856
Gamma = 32, C = 9.0, Acc = 0.51, Train time = 0.0160000324249
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.89, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.92, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 2, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.81, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.81, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.81, Train time = 0.0159997940063
Gamma = 8, C = 6.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.81, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.81, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.57, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.61, Train time = 0.0150001049042
Gamma = 32, C = 4.0, Acc = 0.61, Train time = 0.0159997940063
Gamma = 32, C = 5.0, Acc = 0.61, Train time = 0.0150001049042
Gamma = 32, C = 6.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.61, Train time = 0.0149998664856
Gamma = 32, C = 9.0, Acc = 0.61, Train time = 0.0160000324249
TRAINING CLASS 14:
Gamma = 0.03125, C = 1.0, Acc = 0.88, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.93, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.93, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.93, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.93, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.93, Train time = 0.0159997940063
Gamma = 0.03125, C = 8.0, Acc = 0.93, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 2, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.88, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.88, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.88, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.88, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.88, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 0.88, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.88, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.88, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.55, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.55, Train time = 0.0149998664856
Gamma = 32, C = 3.0, Acc = 0.55, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.55, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.55, Train time = 0.0149998664856
Gamma = 32, C = 6.0, Acc = 0.55, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.55, Train time = 0.0150001049042
Gamma = 32, C = 8.0, Acc = 0.55, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.55, Train time = 0.0160000324249
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.90, Train time = 0.0149998664856
Gamma = 0.03125, C = 2.0, Acc = 0.92, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.96, Train time = 0.0159997940063
Gamma = 2, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.81, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.82, Train time = 0.0159997940063
Gamma = 8, C = 4.0, Acc = 0.82, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.82, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.82, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.82, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.62, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.64, Train time = 0.0149998664856
Gamma = 32, C = 4.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.64, Train time = 0.0149998664856
Gamma = 32, C = 7.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.64, Train time = 0.0150001049042
Gamma = 32, C = 9.0, Acc = 0.64, Train time = 0.0160000324249
TRAINING CLASS 24:
Gamma = 0.03125, C = 1.0, Acc = 0.89, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.92, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.93, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 0.93, Train time = 0.0159997940063
Gamma = 2, C = 6.0, Acc = 0.93, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.93, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.93, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.88, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.92, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.92, Train time = 0.0159997940063
Gamma = 8, C = 7.0, Acc = 0.92, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.92, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.54, Train time = 0.0149998664856
Gamma = 32, C = 2.0, Acc = 0.57, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.57, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.57, Train time = 0.0150001049042
Gamma = 32, C = 5.0, Acc = 0.57, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.57, Train time = 0.0149998664856
Gamma = 32, C = 7.0, Acc = 0.57, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.57, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.57, Train time = 0.0149998664856
TRAINING CLASS 34:
Gamma = 0.03125, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.85, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.85, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.85, Train time = 0.0159997940063
Gamma = 8, C = 5.0, Acc = 0.85, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.85, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.85, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.85, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.59, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.60, Train time = 0.0150001049042
Gamma = 32, C = 3.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.60, Train time = 0.0159997940063
Gamma = 32, C = 5.0, Acc = 0.60, Train time = 0.0150001049042
Gamma = 32, C = 6.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.60, Train time = 0.0149998664856
Gamma = 32, C = 8.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.60, Train time = 0.0160000324249
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 0.49, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.55, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.62, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.64, Train time = 0.0149998664856
Gamma = 0.03125, C = 5.0, Acc = 0.63, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.64, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.67, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.68, Train time = 0.0149998664856
Gamma = 0.03125, C = 9.0, Acc = 0.69, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.50, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.58, Train time = 0.0150001049042
Gamma = 0.125, C = 3.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.72, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.71, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.69, Train time = 0.0149998664856
Gamma = 0.125, C = 7.0, Acc = 0.69, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 0.69, Train time = 0.0150001049042
Gamma = 0.5, C = 1.0, Acc = 0.60, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.63, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.65, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.71, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.69, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 0.69, Train time = 0.0149998664856
Gamma = 0.5, C = 8.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.72, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.64, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.67, Train time = 0.0150001049042
Gamma = 2, C = 3.0, Acc = 0.65, Train time = 0.0159997940063
Gamma = 2, C = 4.0, Acc = 0.68, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 0.67, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.68, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.68, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.69, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.68, Train time = 0.0159997940063
Gamma = 8, C = 3.0, Acc = 0.68, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.68, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.68, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.68, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.68, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.68, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.68, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.49, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.49, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.49, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.49, Train time = 0.0149998664856
Gamma = 32, C = 5.0, Acc = 0.49, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.49, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.49, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.49, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.49, Train time = 0.0149998664856
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.87, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.91, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.125, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.89, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.91, Train time = 0.0159997940063
Gamma = 8, C = 3.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.91, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.91, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.58, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.63, Train time = 0.0149998664856
Gamma = 32, C = 3.0, Acc = 0.63, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.63, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.63, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.63, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.63, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.63, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.63, Train time = 0.0149998664856
TRAINING CLASS 14:
Gamma = 0.03125, C = 1.0, Acc = 0.80, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.91, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.93, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.96, Train time = 0.0159997940063
Gamma = 0.03125, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 0.125, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.92, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 0.5, C = 3.0, Acc = 0.93, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 2, C = 2.0, Acc = 0.92, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.95, Train time = 0.0159997940063
Gamma = 2, C = 4.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.84, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.84, Train time = 0.0159997940063
Gamma = 8, C = 5.0, Acc = 0.84, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.84, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.84, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.55, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.60, Train time = 0.0150001049042
Gamma = 32, C = 3.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.60, Train time = 0.0149998664856
Gamma = 32, C = 5.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.60, Train time = 0.0149998664856
Gamma = 32, C = 8.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.60, Train time = 0.0150001049042
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.88, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.87, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.91, Train time = 0.0159997940063
Gamma = 8, C = 6.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.91, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.91, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.69, Train time = 0.0150001049042
Gamma = 32, C = 4.0, Acc = 0.69, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.69, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.69, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.69, Train time = 0.0
TRAINING CLASS 24:
Gamma = 0.03125, C = 1.0, Acc = 0.88, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.90, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.125, C = 1.0, Acc = 0.90, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.96, Train time = 0.0159997940063
Gamma = 0.5, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 2, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 2, C = 8.0, Acc = 0.96, Train time = 0.0159997940063
Gamma = 2, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.84, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.86, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.86, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.86, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.86, Train time = 0.0159997940063
Gamma = 32, C = 1.0, Acc = 0.59, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.60, Train time = 0.0149998664856
Gamma = 32, C = 4.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.60, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.60, Train time = 0.0149998664856
Gamma = 32, C = 9.0, Acc = 0.60, Train time = 0.0160000324249
TRAINING CLASS 34:
Gamma = 0.03125, C = 1.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.125, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 1.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.91, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.91, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.91, Train time = 0.0159997940063
Gamma = 8, C = 6.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.91, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.91, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.64, Train time = 0.0149998664856
Gamma = 32, C = 2.0, Acc = 0.65, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.65, Train time = 0.0150001049042
Gamma = 32, C = 4.0, Acc = 0.65, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.65, Train time = 0.0159997940063
Gamma = 32, C = 6.0, Acc = 0.65, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.65, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.65, Train time = 0.0149998664856
Gamma = 32, C = 9.0, Acc = 0.65, Train time = 0.0160000324249
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 0.64, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.64, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.71, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.69, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.71, Train time = 0.0149998664856
Gamma = 0.03125, C = 9.0, Acc = 0.69, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.67, Train time = 0.0150001049042
Gamma = 0.125, C = 3.0, Acc = 0.68, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.71, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.69, Train time = 0.0149998664856
Gamma = 0.125, C = 7.0, Acc = 0.69, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.68, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 0.68, Train time = 0.0149998664856
Gamma = 0.5, C = 1.0, Acc = 0.64, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.67, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.68, Train time = 0.0150001049042
Gamma = 0.5, C = 5.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.67, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.68, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.71, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.55, Train time = 0.0149998664856
Gamma = 2, C = 2.0, Acc = 0.62, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.58, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.63, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.63, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.63, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.63, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.60, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.60, Train time = 0.0159997940063
Gamma = 8, C = 2.0, Acc = 0.59, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.59, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.59, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.59, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.59, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.59, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.59, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 0.59, Train time = 0.0159997940063
Gamma = 32, C = 1.0, Acc = 0.51, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.53, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.53, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.53, Train time = 0.0149998664856
Gamma = 32, C = 5.0, Acc = 0.53, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.53, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.53, Train time = 0.0159997940063
Gamma = 32, C = 8.0, Acc = 0.53, Train time = 0.0150001049042
Gamma = 32, C = 9.0, Acc = 0.53, Train time = 0.0160000324249
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.90, Train time = 0.0149998664856
Gamma = 0.03125, C = 2.0, Acc = 0.92, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 0.125, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.95, Train time = 0.0159997940063
Gamma = 2, C = 9.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.89, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.89, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.89, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.89, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.89, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.89, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.89, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.89, Train time = 0.0159997940063
Gamma = 8, C = 9.0, Acc = 0.89, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.67, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.72, Train time = 0.0149998664856
Gamma = 32, C = 4.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.72, Train time = 0.0150001049042
Gamma = 32, C = 6.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.72, Train time = 0.0159997940063
Gamma = 32, C = 8.0, Acc = 0.72, Train time = 0.0150001049042
Gamma = 32, C = 9.0, Acc = 0.72, Train time = 0.0160000324249
TRAINING CLASS 14:
Gamma = 0.03125, C = 1.0, Acc = 0.83, Train time = 0.0149998664856
Gamma = 0.03125, C = 2.0, Acc = 0.83, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.88, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.91, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.92, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.93, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.92, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.85, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.92, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.93, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 0.5, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 2, C = 3.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.84, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.85, Train time = 0.0159997940063
Gamma = 8, C = 3.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.85, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.85, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.85, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.55, Train time = 0.0159997940063
Gamma = 32, C = 2.0, Acc = 0.61, Train time = 0.0150001049042
Gamma = 32, C = 3.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.61, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.61, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.61, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.61, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.61, Train time = 0.0
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.86, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.90, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.91, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.92, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.92, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.92, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.91, Train time = 0.0159997940063
Gamma = 8, C = 4.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 8, C = 8.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.78, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.79, Train time = 0.0159997940063
Gamma = 32, C = 3.0, Acc = 0.79, Train time = 0.0150001049042
Gamma = 32, C = 4.0, Acc = 0.79, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.79, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.79, Train time = 0.0149998664856
Gamma = 32, C = 7.0, Acc = 0.79, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.79, Train time = 0.0150001049042
Gamma = 32, C = 9.0, Acc = 0.79, Train time = 0.0160000324249
TRAINING CLASS 24:
Gamma = 0.03125, C = 1.0, Acc = 0.81, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.85, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.90, Train time = 0.0159997940063
Gamma = 0.03125, C = 4.0, Acc = 0.90, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.92, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.93, Train time = 0.0150001049042
Gamma = 0.03125, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.90, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 0.125, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.88, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.88, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.88, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.88, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.88, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.88, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.88, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.88, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.88, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.56, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.60, Train time = 0.0149998664856
Gamma = 32, C = 3.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.60, Train time = 0.0150001049042
Gamma = 32, C = 6.0, Acc = 0.60, Train time = 0.0159997940063
Gamma = 32, C = 7.0, Acc = 0.60, Train time = 0.0150001049042
Gamma = 32, C = 8.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.60, Train time = 0.0160000324249
TRAINING CLASS 34:
Gamma = 0.03125, C = 1.0, Acc = 0.92, Train time = 0.0149998664856
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.62, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.64, Train time = 0.0150001049042
Gamma = 32, C = 3.0, Acc = 0.64, Train time = 0.0159997940063
Gamma = 32, C = 4.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.64, Train time = 0.0150001049042
Gamma = 32, C = 6.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.64, Train time = 0.0149998664856
Gamma = 32, C = 8.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.64, Train time = 0.0160000324249
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 0.55, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.61, Train time = 0.0159997940063
Gamma = 0.03125, C = 3.0, Acc = 0.62, Train time = 0.0150001049042
Gamma = 0.03125, C = 4.0, Acc = 0.61, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.61, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.61, Train time = 0.0149998664856
Gamma = 0.03125, C = 8.0, Acc = 0.61, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.65, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.53, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.57, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.57, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.56, Train time = 0.0159997940063
Gamma = 0.125, C = 5.0, Acc = 0.56, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.55, Train time = 0.0150001049042
Gamma = 0.125, C = 7.0, Acc = 0.56, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.53, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.55, Train time = 0.0149998664856
Gamma = 0.5, C = 1.0, Acc = 0.52, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.45, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.49, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.52, Train time = 0.0150001049042
Gamma = 0.5, C = 5.0, Acc = 0.53, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.56, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.58, Train time = 0.0149998664856
Gamma = 0.5, C = 8.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.47, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.49, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.52, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.52, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 0.53, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.56, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.60, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.60, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.60, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.51, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.51, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.51, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.51, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.51, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.51, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.51, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.51, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.51, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.51, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.52, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.52, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.52, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.52, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.52, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.52, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.52, Train time = 0.0159997940063
Gamma = 32, C = 9.0, Acc = 0.52, Train time = 0.0150001049042
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.88, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.92, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.94, Train time = 0.0149998664856
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 2, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 2, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.86, Train time = 0.0159997940063
Gamma = 8, C = 2.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.87, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.87, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.87, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.87, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.87, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.64, Train time = 0.0159997940063
Gamma = 32, C = 2.0, Acc = 0.65, Train time = 0.0150001049042
Gamma = 32, C = 3.0, Acc = 0.65, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.65, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.65, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.65, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.65, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.65, Train time = 0.0159997940063
Gamma = 32, C = 9.0, Acc = 0.65, Train time = 0.0150001049042
TRAINING CLASS 14:
Gamma = 0.03125, C = 1.0, Acc = 0.91, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 2, C = 2.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 2, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 2, C = 9.0, Acc = 0.95, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.84, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.84, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.84, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.55, Train time = 0.0149998664856
Gamma = 32, C = 2.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.61, Train time = 0.0150001049042
Gamma = 32, C = 5.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.61, Train time = 0.0149998664856
Gamma = 32, C = 7.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.61, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.61, Train time = 0.0149998664856
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 0.93, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 2, C = 4.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 2, C = 8.0, Acc = 0.96, Train time = 0.0159997940063
Gamma = 2, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.87, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.87, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.87, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.87, Train time = 0.0159997940063
Gamma = 8, C = 9.0, Acc = 0.87, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.70, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.71, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.71, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.71, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.71, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.71, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.71, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.71, Train time = 0.0149998664856
Gamma = 32, C = 9.0, Acc = 0.71, Train time = 0.0160000324249
TRAINING CLASS 24:
Gamma = 0.03125, C = 1.0, Acc = 0.89, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.93, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.95, Train time = 0.0159997940063
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.86, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.86, Train time = 0.0159997940063
Gamma = 8, C = 4.0, Acc = 0.86, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.86, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.86, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.86, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.59, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.64, Train time = 0.0159997940063
Gamma = 32, C = 4.0, Acc = 0.64, Train time = 0.0150001049042
Gamma = 32, C = 5.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.64, Train time = 0.0149998664856
Gamma = 32, C = 7.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.64, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.64, Train time = 0.0150001049042
TRAINING CLASS 34:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.93, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.93, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.93, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.93, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.93, Train time = 0.0159997940063
Gamma = 32, C = 1.0, Acc = 0.64, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.66, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.66, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.66, Train time = 0.0149998664856
Gamma = 32, C = 5.0, Acc = 0.66, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.66, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.66, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.66, Train time = 0.0159997940063
Gamma = 32, C = 9.0, Acc = 0.66, Train time = 0.0150001049042
Final Result Trainning 90%======
        Acc = 0.88
        Training time = 0.0309996604919

Final Result Trainning 90%======

        Acc = 0.78
==================================================================
DATASET segment information
19 dimensions, 2310 vectors, 7 class, 330 positive, 1980 negative

==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0309998989105
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0319998264313
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0309998989105
TRAINING CLASS 14:
Gamma = 0.03125, C = 1.0, Acc = 0.94, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 0.125, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0319998264313
TRAINING CLASS 15:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 0.125, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0309998989105
TRAINING CLASS 16:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0320000648499
TRAINING CLASS 17:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0309998989105
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0309998989105
TRAINING CLASS 24:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 1.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.93, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.93, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.93, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.93, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.93, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.93, Train time = 0.0320000648499
Gamma = 32, C = 8.0, Acc = 0.93, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.93, Train time = 0.0309998989105
TRAINING CLASS 25:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0319998264313
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0309998989105
TRAINING CLASS 26:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0320000648499
TRAINING CLASS 27:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.95, Train time = 0.0320000648499
Gamma = 32, C = 5.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 32, C = 9.0, Acc = 0.95, Train time = 0.0160000324249
TRAINING CLASS 34:
Gamma = 0.03125, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.0159997940063
Gamma = 0.03125, C = 3.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.93, Train time = 0.0310001373291
Gamma = 8, C = 2.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.93, Train time = 0.0320000648499
Gamma = 8, C = 4.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 0.93, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 8, C = 8.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.93, Train time = 0.0159997940063
Gamma = 32, C = 1.0, Acc = 0.88, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.90, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.90, Train time = 0.0320000648499
Gamma = 32, C = 4.0, Acc = 0.90, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.90, Train time = 0.0149998664856
Gamma = 32, C = 7.0, Acc = 0.90, Train time = 0.0150001049042
Gamma = 32, C = 8.0, Acc = 0.90, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.90, Train time = 0.0309998989105
TRAINING CLASS 35:
Gamma = 0.03125, C = 1.0, Acc = 0.79, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.82, Train time = 0.0150001049042
Gamma = 0.03125, C = 4.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.82, Train time = 0.0149998664856
Gamma = 0.03125, C = 6.0, Acc = 0.83, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.83, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.83, Train time = 0.0149998664856
Gamma = 0.03125, C = 9.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.84, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.87, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.87, Train time = 0.0149998664856
Gamma = 0.125, C = 6.0, Acc = 0.88, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 0.125, C = 9.0, Acc = 0.91, Train time = 0.0159997940063
Gamma = 0.5, C = 1.0, Acc = 0.88, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.91, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 0.5, C = 4.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 0.5, C = 6.0, Acc = 0.91, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.92, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 2, C = 2.0, Acc = 0.94, Train time = 0.0159997940063
Gamma = 2, C = 3.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 2, C = 4.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.94, Train time = 0.0159997940063
Gamma = 8, C = 3.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 8, C = 4.0, Acc = 0.94, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 0.95, Train time = 0.0320000648499
Gamma = 8, C = 6.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 1.0, Acc = 0.92, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.92, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.92, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.92, Train time = 0.0320000648499
Gamma = 32, C = 8.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.92, Train time = 0.0160000324249
TRAINING CLASS 36:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0309998989105
TRAINING CLASS 37:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.92, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.92, Train time = 0.0149998664856
Gamma = 32, C = 7.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 32, C = 8.0, Acc = 0.92, Train time = 0.0319998264313
Gamma = 32, C = 9.0, Acc = 0.92, Train time = 0.0310001373291
TRAINING CLASS 45:
Gamma = 0.03125, C = 1.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 0.03125, C = 2.0, Acc = 0.91, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.91, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.91, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 0.03125, C = 7.0, Acc = 0.92, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.92, Train time = 0.0159997940063
Gamma = 0.03125, C = 9.0, Acc = 0.92, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.92, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.92, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.94, Train time = 0.0149998664856
Gamma = 0.125, C = 9.0, Acc = 0.94, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.93, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.93, Train time = 0.0150001049042
Gamma = 0.5, C = 4.0, Acc = 0.93, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.94, Train time = 0.0159997940063
Gamma = 0.5, C = 8.0, Acc = 0.94, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.94, Train time = 0.0150001049042
Gamma = 2, C = 1.0, Acc = 0.92, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.92, Train time = 0.0149998664856
Gamma = 2, C = 4.0, Acc = 0.92, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.92, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 8, C = 2.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.91, Train time = 0.0320000648499
Gamma = 8, C = 7.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 8, C = 8.0, Acc = 0.91, Train time = 0.0310001373291
Gamma = 8, C = 9.0, Acc = 0.91, Train time = 0.0159997940063
Gamma = 32, C = 1.0, Acc = 0.89, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.89, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.89, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.89, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.89, Train time = 0.0320000648499
Gamma = 32, C = 6.0, Acc = 0.89, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.89, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.89, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.89, Train time = 0.0309998989105
TRAINING CLASS 46:
Gamma = 0.03125, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.92, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.92, Train time = 0.0320000648499
Gamma = 32, C = 5.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.92, Train time = 0.0320000648499
Gamma = 32, C = 7.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.92, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.92, Train time = 0.0309998989105
TRAINING CLASS 47:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0319998264313
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.0320000648499
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.0319998264313
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.0310001373291
TRAINING CLASS 56:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0319998264313
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0309998989105
TRAINING CLASS 57:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.93, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.93, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.93, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.93, Train time = 0.0150001049042
Gamma = 32, C = 5.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.93, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.93, Train time = 0.0320000648499
Gamma = 32, C = 8.0, Acc = 0.93, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.93, Train time = 0.0310001373291
TRAINING CLASS 67:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 32, C = 4.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 32, C = 5.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.95, Train time = 0.0310001373291
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0150001049042
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 0.125, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0309998989105
TRAINING CLASS 14:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 32, C = 2.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.95, Train time = 0.0320000648499
Gamma = 32, C = 5.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.95, Train time = 0.0320000648499
TRAINING CLASS 15:
Gamma = 0.03125, C = 1.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.95, Train time = 0.0320000648499
Gamma = 32, C = 6.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.95, Train time = 0.0310001373291
TRAINING CLASS 16:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0149998664856
TRAINING CLASS 17:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.95, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.95, Train time = 0.0159997940063
Gamma = 32, C = 5.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 32, C = 6.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.95, Train time = 0.0320000648499
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 32, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 32, C = 4.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 32, C = 6.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 1.00, Train time = 0.0310001373291
TRAINING CLASS 24:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0319998264313
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0310001373291
TRAINING CLASS 25:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 32, C = 2.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 32, C = 7.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 1.00, Train time = 0.0309998989105
TRAINING CLASS 26:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.99, Train time = 0.0319998264313
Gamma = 32, C = 4.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 32, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 32, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.99, Train time = 0.0309998989105
TRAINING CLASS 27:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.0149998664856
TRAINING CLASS 34:
Gamma = 0.03125, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 0.125, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.92, Train time = 0.0320000648499
Gamma = 8, C = 3.0, Acc = 0.92, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.92, Train time = 0.0159997940063
Gamma = 8, C = 6.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.92, Train time = 0.0310001373291
Gamma = 8, C = 8.0, Acc = 0.92, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 0.92, Train time = 0.0320000648499
Gamma = 32, C = 1.0, Acc = 0.84, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.84, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.84, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.84, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.84, Train time = 0.0319998264313
Gamma = 32, C = 6.0, Acc = 0.84, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.84, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.84, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.84, Train time = 0.0309998989105
TRAINING CLASS 35:
Gamma = 0.03125, C = 1.0, Acc = 0.76, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.81, Train time = 0.0149998664856
Gamma = 0.03125, C = 4.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.81, Train time = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.81, Train time = 0.0149998664856
Gamma = 0.03125, C = 9.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.81, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.83, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.81, Train time = 0.0159997940063
Gamma = 0.125, C = 4.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.83, Train time = 0.0150001049042
Gamma = 0.125, C = 6.0, Acc = 0.84, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.84, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.84, Train time = 0.0149998664856
Gamma = 0.125, C = 9.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 0.82, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.87, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 0.5, C = 4.0, Acc = 0.91, Train time = 0.0159997940063
Gamma = 0.5, C = 5.0, Acc = 0.91, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.91, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.92, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.88, Train time = 0.0149998664856
Gamma = 2, C = 2.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 2, C = 4.0, Acc = 0.92, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.92, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.91, Train time = 0.0159997940063
Gamma = 2, C = 7.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 2, C = 8.0, Acc = 0.92, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.92, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.92, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.92, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 8, C = 8.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.93, Train time = 0.0310001373291
Gamma = 32, C = 1.0, Acc = 0.84, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.84, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.84, Train time = 0.0319998264313
Gamma = 32, C = 4.0, Acc = 0.84, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.84, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.84, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.84, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.84, Train time = 0.0320000648499
Gamma = 32, C = 9.0, Acc = 0.84, Train time = 0.0309998989105
TRAINING CLASS 36:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 32, C = 6.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.99, Train time = 0.0320000648499
Gamma = 32, C = 8.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.99, Train time = 0.0310001373291
TRAINING CLASS 37:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 8, C = 4.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 8, C = 7.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.96, Train time = 0.0159997940063
Gamma = 8, C = 9.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 1.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.87, Train time = 0.0150001049042
Gamma = 32, C = 4.0, Acc = 0.87, Train time = 0.0150001049042
Gamma = 32, C = 5.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.87, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.87, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.87, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.87, Train time = 0.0309998989105
TRAINING CLASS 45:
Gamma = 0.03125, C = 1.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.94, Train time = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 0.125, C = 6.0, Acc = 0.93, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.95, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.5, C = 1.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 0.5, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.94, Train time = 0.0149998664856
Gamma = 2, C = 2.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 8, C = 7.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 8, C = 8.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.90, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.91, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.91, Train time = 0.0320000648499
Gamma = 32, C = 5.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.91, Train time = 0.0319998264313
Gamma = 32, C = 7.0, Acc = 0.91, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.91, Train time = 0.0310001373291
TRAINING CLASS 46:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0310001373291
TRAINING CLASS 47:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 8, C = 2.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 8, C = 3.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 8, C = 6.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 8, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 8, C = 9.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.92, Train time = 0.0149998664856
Gamma = 32, C = 3.0, Acc = 0.92, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.92, Train time = 0.0320000648499
Gamma = 32, C = 7.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.92, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.92, Train time = 0.0309998989105
TRAINING CLASS 56:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.99, Train time = 0.0629999637604
Gamma = 32, C = 4.0, Acc = 0.99, Train time = 0.0460000038147
Gamma = 32, C = 5.0, Acc = 0.99, Train time = 0.0320000648499
Gamma = 32, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.99, Train time = 0.0319998264313
Gamma = 32, C = 8.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.99, Train time = 0.0309998989105
TRAINING CLASS 57:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.93, Train time = 0.0159997940063
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.0320000648499
TRAINING CLASS 67:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.0309998989105
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0460000038147
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0150001049042
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.125, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0309998989105
TRAINING CLASS 14:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0319998264313
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0460000038147
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.063000202179
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0460000038147
TRAINING CLASS 15:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0319998264313
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0930001735687
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.5, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 2, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0320000648499
TRAINING CLASS 16:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0319998264313
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0149998664856
TRAINING CLASS 17:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0309998989105
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0309998989105
TRAINING CLASS 24:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.0319998264313
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 1.0, Acc = 0.92, Train time = 0.0319998264313
Gamma = 32, C = 2.0, Acc = 0.92, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.92, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.92, Train time = 0.0309998989105
TRAINING CLASS 25:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0160000324249
TRAINING CLASS 26:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
TRAINING CLASS 27:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.0149998664856
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.0320000648499
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.0320000648499
TRAINING CLASS 34:
Gamma = 0.03125, C = 1.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.95, Train time = 0.0159997940063
Gamma = 8, C = 5.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 8, C = 8.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 0.95, Train time = 0.0159997940063
Gamma = 32, C = 1.0, Acc = 0.84, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.85, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.85, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.85, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.85, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.85, Train time = 0.0320000648499
Gamma = 32, C = 8.0, Acc = 0.85, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.85, Train time = 0.0309998989105
TRAINING CLASS 35:
Gamma = 0.03125, C = 1.0, Acc = 0.77, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.81, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.83, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.84, Train time = 0.0149998664856
Gamma = 0.03125, C = 5.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.87, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 0.86, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.86, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.85, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.87, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.89, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.89, Train time = 0.0149998664856
Gamma = 0.125, C = 5.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.90, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.90, Train time = 0.0150001049042
Gamma = 0.125, C = 8.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 0.90, Train time = 0.0159997940063
Gamma = 0.5, C = 1.0, Acc = 0.89, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 0.91, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.92, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.92, Train time = 0.0149998664856
Gamma = 0.5, C = 5.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 0.91, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 2, C = 2.0, Acc = 0.93, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.94, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.94, Train time = 0.0149998664856
Gamma = 2, C = 6.0, Acc = 0.94, Train time = 0.047000169754
Gamma = 2, C = 7.0, Acc = 0.94, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.94, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.92, Train time = 0.0159997940063
Gamma = 8, C = 2.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 8, C = 5.0, Acc = 0.92, Train time = 0.0310001373291
Gamma = 8, C = 6.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 8, C = 7.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 8, C = 9.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 1.0, Acc = 0.93, Train time = 0.0469999313354
Gamma = 32, C = 2.0, Acc = 0.91, Train time = 0.0469999313354
Gamma = 32, C = 3.0, Acc = 0.91, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.90, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.90, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.90, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.90, Train time = 0.0319998264313
TRAINING CLASS 36:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0309998989105
TRAINING CLASS 37:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.87, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.87, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.87, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.87, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.87, Train time = 0.0320000648499
Gamma = 32, C = 6.0, Acc = 0.87, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.87, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.87, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.87, Train time = 0.0310001373291
TRAINING CLASS 45:
Gamma = 0.03125, C = 1.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.92, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.92, Train time = 0.0159997940063
Gamma = 0.03125, C = 4.0, Acc = 0.92, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 0.92, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.91, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.91, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.91, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.91, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.94, Train time = 0.0150001049042
Gamma = 0.125, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.94, Train time = 0.0149998664856
Gamma = 0.125, C = 9.0, Acc = 0.94, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 0.5, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.93, Train time = 0.0319998264313
Gamma = 32, C = 2.0, Acc = 0.93, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.93, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.93, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.93, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.93, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.93, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.93, Train time = 0.0319998264313
Gamma = 32, C = 9.0, Acc = 0.93, Train time = 0.0310001373291
TRAINING CLASS 46:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0319998264313
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.0319998264313
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.0320000648499
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.0309998989105
TRAINING CLASS 47:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0319998264313
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.90, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.90, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.90, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.90, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.90, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.90, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.90, Train time = 0.0319998264313
Gamma = 32, C = 8.0, Acc = 0.90, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.90, Train time = 0.0309998989105
TRAINING CLASS 56:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0309998989105
TRAINING CLASS 57:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.0319998264313
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.0310001373291
TRAINING CLASS 67:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0309998989105
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.99, Train time = 0.0319998264313
Gamma = 32, C = 2.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 32, C = 6.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.94, Train time = 0.0159997940063
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.03125, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.125, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 0.5, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.99, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.99, Train time = 0.0319998264313
Gamma = 32, C = 8.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.99, Train time = 0.0309998989105
TRAINING CLASS 14:
Gamma = 0.03125, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.0319998264313
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.0310001373291
TRAINING CLASS 15:
Gamma = 0.03125, C = 1.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.99, Train time = 0.0320000648499
Gamma = 32, C = 4.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.99, Train time = 0.0319998264313
Gamma = 32, C = 6.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.99, Train time = 0.0309998989105
TRAINING CLASS 16:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 32, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 32, C = 5.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 32, C = 6.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 32, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.99, Train time = 0.0150001049042
TRAINING CLASS 17:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 32, C = 3.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 32, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.99, Train time = 0.0310001373291
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0309998989105
TRAINING CLASS 24:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0319998264313
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0319998264313
Gamma = 32, C = 1.0, Acc = 0.93, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.93, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.93, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.93, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.93, Train time = 0.0320000648499
Gamma = 32, C = 6.0, Acc = 0.93, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.93, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.93, Train time = 0.0309998989105
TRAINING CLASS 25:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0319998264313
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0309998989105
TRAINING CLASS 26:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 32, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.99, Train time = 0.0320000648499
TRAINING CLASS 27:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.95, Train time = 0.0320000648499
Gamma = 32, C = 2.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.95, Train time = 0.0320000648499
Gamma = 32, C = 7.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.95, Train time = 0.0149998664856
TRAINING CLASS 34:
Gamma = 0.03125, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.93, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.93, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.93, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.85, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.85, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.85, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.85, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.85, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.85, Train time = 0.0319998264313
Gamma = 32, C = 8.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.85, Train time = 0.0320000648499
TRAINING CLASS 35:
Gamma = 0.03125, C = 1.0, Acc = 0.79, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.81, Train time = 0.0159997940063
Gamma = 0.03125, C = 3.0, Acc = 0.82, Train time = 0.0150001049042
Gamma = 0.03125, C = 4.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.84, Train time = 0.0149998664856
Gamma = 0.03125, C = 7.0, Acc = 0.84, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.84, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.84, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.83, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.87, Train time = 0.0159997940063
Gamma = 0.125, C = 3.0, Acc = 0.89, Train time = 0.0150001049042
Gamma = 0.125, C = 4.0, Acc = 0.89, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.90, Train time = 0.0149998664856
Gamma = 0.125, C = 7.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 0.93, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.90, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 0.5, C = 4.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.94, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.94, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 0.5, C = 8.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.94, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.93, Train time = 0.0150001049042
Gamma = 2, C = 2.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.94, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 0.93, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 2, C = 8.0, Acc = 0.95, Train time = 0.0159997940063
Gamma = 2, C = 9.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.94, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 8, C = 4.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.91, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 8, C = 9.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.91, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.91, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.91, Train time = 0.0320000648499
Gamma = 32, C = 7.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.91, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.91, Train time = 0.0309998989105
TRAINING CLASS 36:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.0159997940063
TRAINING CLASS 37:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0319998264313
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.91, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.91, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.91, Train time = 0.0319998264313
Gamma = 32, C = 8.0, Acc = 0.91, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.91, Train time = 0.0309998989105
TRAINING CLASS 45:
Gamma = 0.03125, C = 1.0, Acc = 0.85, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.86, Train time = 0.0150001049042
Gamma = 0.03125, C = 4.0, Acc = 0.85, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.85, Train time = 0.0159997940063
Gamma = 0.03125, C = 6.0, Acc = 0.86, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.86, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 0.85, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.85, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.90, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 0.125, C = 5.0, Acc = 0.91, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.91, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.90, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.91, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.90, Train time = 0.0150001049042
Gamma = 0.5, C = 1.0, Acc = 0.89, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.89, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.91, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.94, Train time = 0.0159997940063
Gamma = 0.5, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 2, C = 2.0, Acc = 0.93, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 2, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.91, Train time = 0.0320000648499
Gamma = 8, C = 2.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.91, Train time = 0.0159997940063
Gamma = 8, C = 8.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.84, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.85, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.85, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.85, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.85, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.85, Train time = 0.0469999313354
Gamma = 32, C = 7.0, Acc = 0.85, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.85, Train time = 0.0320000648499
Gamma = 32, C = 9.0, Acc = 0.85, Train time = 0.0310001373291
TRAINING CLASS 46:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0319998264313
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0310001373291
TRAINING CLASS 47:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.0320000648499
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.0310001373291
TRAINING CLASS 56:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.99, Train time = 0.0320000648499
Gamma = 32, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.99, Train time = 0.0320000648499
Gamma = 32, C = 9.0, Acc = 0.99, Train time = 0.0309998989105
TRAINING CLASS 57:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.89, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.89, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.89, Train time = 0.0320000648499
Gamma = 32, C = 4.0, Acc = 0.89, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.89, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.89, Train time = 0.0149998664856
Gamma = 32, C = 7.0, Acc = 0.89, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.89, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.89, Train time = 0.0309998989105
TRAINING CLASS 67:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.0309998989105
==========TRAINING FOLD===========
TRAINING CLASS 12:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.0320000648499
TRAINING CLASS 13:
Gamma = 0.03125, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 0.03125, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.03125, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0150001049042
TRAINING CLASS 14:
Gamma = 0.03125, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0320000648499
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0319998264313
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0310001373291
TRAINING CLASS 15:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.03125, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.125, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0309998989105
TRAINING CLASS 16:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.0319998264313
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.0320000648499
TRAINING CLASS 17:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0310001373291
TRAINING CLASS 23:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0319998264313
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0309998989105
TRAINING CLASS 24:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.95, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 32, C = 6.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.95, Train time = 0.0159997940063
Gamma = 32, C = 8.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.95, Train time = 0.0320000648499
TRAINING CLASS 25:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0310001373291
TRAINING CLASS 26:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.0310001373291
TRAINING CLASS 27:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0159997940063
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0310001373291
TRAINING CLASS 34:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.03125, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 2, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 1.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 8, C = 3.0, Acc = 0.94, Train time = 0.0159997940063
Gamma = 8, C = 4.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 8, C = 5.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 8, C = 7.0, Acc = 0.94, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.94, Train time = 0.0150001049042
Gamma = 32, C = 1.0, Acc = 0.84, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.85, Train time = 0.0320000648499
Gamma = 32, C = 3.0, Acc = 0.85, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.85, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.85, Train time = 0.0149998664856
Gamma = 32, C = 6.0, Acc = 0.85, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.85, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.85, Train time = 0.0320000648499
TRAINING CLASS 35:
Gamma = 0.03125, C = 1.0, Acc = 0.85, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.89, Train time = 0.0149998664856
Gamma = 0.03125, C = 4.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 0.03125, C = 7.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.91, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.91, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.90, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.91, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 0.125, C = 6.0, Acc = 0.92, Train time = 0.0159997940063
Gamma = 0.125, C = 7.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.93, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.93, Train time = 0.0150001049042
Gamma = 0.5, C = 1.0, Acc = 0.90, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.92, Train time = 0.0149998664856
Gamma = 0.5, C = 3.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.93, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.94, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.94, Train time = 0.0150001049042
Gamma = 2, C = 1.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.94, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.96, Train time = 0.0159997940063
Gamma = 2, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.94, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.93, Train time = 0.0310001373291
Gamma = 8, C = 5.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.94, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.94, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.91, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 32, C = 3.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.91, Train time = 0.0310001373291
Gamma = 32, C = 5.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.91, Train time = 0.0320000648499
Gamma = 32, C = 7.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.91, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.91, Train time = 0.0309998989105
TRAINING CLASS 36:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
TRAINING CLASS 37:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 1.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 32, C = 4.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 32, C = 5.0, Acc = 0.92, Train time = 0.0320000648499
Gamma = 32, C = 6.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.92, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.92, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.92, Train time = 0.0309998989105
TRAINING CLASS 45:
Gamma = 0.03125, C = 1.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.95, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 0.03125, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.0319998264313
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.0309998989105
TRAINING CLASS 46:
Gamma = 0.03125, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 2, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0310001373291
TRAINING CLASS 47:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 1.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 8, C = 3.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 8, C = 5.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 8, C = 6.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 0.95, Train time = 0.0320000648499
Gamma = 32, C = 1.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 32, C = 2.0, Acc = 0.92, Train time = 0.0310001373291
Gamma = 32, C = 3.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 32, C = 7.0, Acc = 0.92, Train time = 0.0149998664856
Gamma = 32, C = 8.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.92, Train time = 0.0160000324249
TRAINING CLASS 56:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 2, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.0319998264313
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.0309998989105
TRAINING CLASS 57:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.0319998264313
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.0319998264313
TRAINING CLASS 67:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.0150001049042
Final Result Trainning 90%======
        Acc = 0.98
        Training time = 0.0920000076294

Final Result Trainning 90%======

        Acc = 0.98