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

==========TRAINING FOLD===========
TRAINING CLASS 1:
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 = 0.0150001049042
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 = 0.0160000324249
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 = 0.0
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.93, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.93, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.93, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 32, C = 5.0, Acc = 0.93, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.93, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.93, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.93, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.93, Train time = 0.0
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.68, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.68, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.68, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.75, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.75, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.75, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.75, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.68, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.68, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.82, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.96, 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 = 0.0150001049042
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 = 0.0160000324249
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 CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
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 = 0.0
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 = 0.0149998664856
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 = 0.0
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 = 0.0
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 = 0.0150001049042
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 = 0.93, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.061999797821
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0
==========TRAINING FOLD===========
TRAINING CLASS 1:
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 = 0.0
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 = 0.0
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 = 0.96, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.68, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.68, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.68, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.71, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.75, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.82, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.89, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.89, Train time = 0.0150001049042
Gamma = 0.03125, C = 9.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.93, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.93, 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 = 0.0
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 = 0.96, Train time = 0.0
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 = 0.96, 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 = 0.96, 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 = 0.0
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 = 0.96, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 8, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.86, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.86, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.86, Train time = 0.0159997940063
Gamma = 32, C = 4.0, Acc = 0.86, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.86, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.86, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.86, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.86, Train time = 0.0
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 1.00, 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 = 0.96, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.93, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.0
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 = 0.96, 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 = 0.96, 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 = 0.0
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 = 0.96, Train time = 0.0
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 = 0.96, 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 = 0.0149998664856
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 = 0.0
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 = 0.96, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.86, 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 = 0.0150001049042
Gamma = 32, C = 5.0, Acc = 0.89, Train time = 0.0159997940063
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 = 0.0150001049042
==========TRAINING FOLD===========
TRAINING CLASS 1:
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 = 0.0160000324249
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 = 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 = 0.0150001049042
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 = 0.0160000324249
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 2:
Gamma = 0.03125, C = 1.0, Acc = 0.67, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.67, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.67, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.67, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.67, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.81, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.81, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.85, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.85, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.85, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.81, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.81, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.85, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.89, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.89, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.89, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.89, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.85, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.85, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.85, Train time = 0.0
Gamma = 0.5, C = 8.0, Acc = 0.85, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.89, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.85, Train time = 0.0
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 = 0.89, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.89, 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 = 0.78, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.81, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.81, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.81, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.81, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.81, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.81, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.81, Train time = 0.0
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.85, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.89, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.89, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.85, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.89, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.93, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.89, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.89, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.89, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.85, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.85, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 0.85, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.85, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.85, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 0.89, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.85, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.89, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.85, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.85, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.85, Train time = 0.0
Gamma = 0.5, C = 7.0, Acc = 0.85, Train time = 0.0149998664856
Gamma = 0.5, C = 8.0, Acc = 0.85, Train time = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 1.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.85, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.85, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.89, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.89, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.85, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.81, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.81, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.81, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.81, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.81, 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 1:
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 = 0.0150001049042
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 = 0.0
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 = 0.0160000324249
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 = 0.0
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 = 0.93, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.93, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.93, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.93, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.93, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 32, C = 8.0, Acc = 0.93, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.93, Train time = 0.0
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.67, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.67, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.67, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.67, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.67, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.74, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.81, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.89, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.89, 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 = 0.96, 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 = 0.0159997940063
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 = 0.0150001049042
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 = 0.0160000324249
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 = 0.0
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
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 = 0.0159997940063
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 = 0.0150001049042
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 FOLD===========
TRAINING CLASS 1:
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 = 0.0160000324249
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 = 0.0
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 = 0.0
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 = 0.96, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.92, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.92, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.92, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.92, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.92, Train time = 0.0159997940063
Gamma = 32, C = 7.0, Acc = 0.92, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.92, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.92, Train time = 0.0
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.68, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.68, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.68, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.76, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 0.80, 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 = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 0.92, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.92, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.92, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.92, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.92, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.92, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.92, 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 = 0.0
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 = 0.96, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 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 = 0.96, 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 = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.96, 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 = 0.0150001049042
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 = 0.96, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.0
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.92, 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 = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.96, Train time = 0.0
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 = 0.96, 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 = 0.0149998664856
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 = 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 = 0.0160000324249
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 = 0.96, 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 = 0.0
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.96, Train time = 0.0150001049042
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 = 0.96, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.96, 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 1:
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 = 0.0160000324249
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 = 0.0
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 = 0.0
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 = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.67, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.73, Train time = 0.0149998664856
Gamma = 8, C = 4.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.73, Train time = 0.0160000324249
Gamma = 8, C = 8.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.67, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.67, Train time = 0.0150001049042
Gamma = 32, C = 6.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.67, Train time = 0.0159997940063
Gamma = 32, C = 9.0, Acc = 0.67, Train time = 0.0
TRAINING CLASS 2:
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 = 0.97, 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 = 0.0
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 = 0.0
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 = 0.97, 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 = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.97, 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 = 0.97, 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 = 0.0
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0
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 = 0.0
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.61, 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 = 0.0150001049042
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 = 0.0160000324249
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 = 0.61, Train time = 0.0159997940063
Gamma = 32, C = 2.0, Acc = 0.61, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.61, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.61, Train time = 0.0150001049042
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 = 0.0160000324249
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 3:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0149998664856
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 = 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 = 0.0
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 = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0
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 = 0.0
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 = 0.88, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.88, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.88, Train time = 0.0
Gamma = 2, C = 4.0, Acc = 0.88, Train time = 0.0
Gamma = 2, C = 5.0, Acc = 0.88, Train time = 0.0
Gamma = 2, C = 6.0, Acc = 0.88, Train time = 0.0
Gamma = 2, C = 7.0, Acc = 0.88, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.88, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.88, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.73, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.73, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.73, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.73, Train time = 0.0150001049042
Gamma = 32, C = 3.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.73, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.73, Train time = 0.0
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.0
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 = 0.0
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 = 0.0
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 = 0.0
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 = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.67, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.67, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.67, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.67, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.67, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.67, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.67, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.67, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.67, Train time = 0.0149998664856
Gamma = 32, C = 2.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.67, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.67, Train time = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.67, Train time = 0.0
TRAINING CLASS 2:
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 = 0.97, 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 = 1.00, 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 = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.97, 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 = 0.0159997940063
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 = 0.0160000324249
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 = 0.91, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.91, Train time = 0.0160000324249
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 = 0.61, Train time = 0.0160000324249
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 = 0.0150001049042
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 = 0.0160000324249
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 = 0.61, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.61, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.61, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.61, Train time = 0.0
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 = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.61, Train time = 0.0
TRAINING CLASS 3:
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 = 0.0
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 = 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 = 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 = 0.97, 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 = 0.97, 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 = 0.0
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 = 0.0
Gamma = 8, C = 1.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.73, Train time = 0.0149998664856
Gamma = 8, C = 3.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.73, Train time = 0.0160000324249
Gamma = 8, C = 6.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.73, Train time = 0.0149998664856
Gamma = 32, C = 5.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.73, Train time = 0.0160000324249
Gamma = 32, C = 8.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.73, Train time = 0.0
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 0.94, 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 = 0.97, 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 = 0.97, 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 = 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 = 0.0149998664856
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 = 0.0160000324249
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 = 0.69, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.72, Train time = 0.0150001049042
Gamma = 8, C = 3.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.72, Train time = 0.0159997940063
Gamma = 8, C = 6.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 8, C = 9.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.69, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.69, Train time = 0.0150001049042
Gamma = 32, C = 3.0, Acc = 0.69, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.69, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.69, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.69, Train time = 0.0
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 2:
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 = 0.0160000324249
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 = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.97, 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 = 0.0159997940063
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 = 0.59, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.62, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.62, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.62, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.62, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.62, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.62, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.62, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.62, Train time = 0.0160000324249
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 = 0.0150001049042
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 = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.59, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.59, Train time = 0.0159997940063
Gamma = 32, C = 9.0, Acc = 0.59, Train time = 0.0
TRAINING CLASS 3:
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 = 0.0
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 = 0.97, 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 = 0.72, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 8, C = 3.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.72, Train time = 0.0149998664856
Gamma = 8, C = 8.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 32, C = 3.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.72, Train time = 0.0
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.0149998664856
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 = 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 = 0.0
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 = 0.0160000324249
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 = 0.0149998664856
Gamma = 2, C = 9.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.69, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.69, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.69, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.69, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.69, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.69, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.69, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.69, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.69, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.69, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.69, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.69, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.69, Train time = 0.0160000324249
Gamma = 32, C = 6.0, Acc = 0.69, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.69, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.69, Train time = 0.0150001049042
Gamma = 32, C = 9.0, Acc = 0.69, Train time = 0.0
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.97, 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 = 0.97, 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 = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 0.94, 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 = 0.94, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0
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 = 0.0
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 = 0.94, 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 = 0.0150001049042
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 = 0.0159997940063
Gamma = 2, C = 7.0, Acc = 0.94, Train time = 0.0
Gamma = 2, C = 8.0, Acc = 0.94, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.94, Train time = 0.0
Gamma = 8, C = 1.0, Acc = 0.59, Train time = 0.0150001049042
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 = 0.0160000324249
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 = 0.0160000324249
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 = 0.0149998664856
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 = 0.0150001049042
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 CLASS 3:
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 = 0.0
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 = 0.0
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 = 0.97, 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 = 0.97, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.97, 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 = 0.0150001049042
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 = 0.0
Gamma = 0.5, C = 9.0, Acc = 0.97, 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 = 0.0
Gamma = 2, C = 8.0, Acc = 0.91, Train time = 0.0
Gamma = 2, C = 9.0, Acc = 0.91, Train time = 0.0149998664856
Gamma = 8, C = 1.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 2.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 8, C = 4.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 6.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.72, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.72, Train time = 0.0150001049042
Gamma = 32, C = 3.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.72, Train time = 0.0160000324249
Gamma = 32, C = 7.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.72, Train time = 0.0
Gamma = 32, C = 9.0, Acc = 0.72, Train time = 0.0149998664856
==========TRAINING FOLD===========
TRAINING CLASS 1:
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 = 0.0160000324249
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 = 0.0160000324249
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 = 0.97, Train time = 0.0
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0150001049042
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 = 0.0
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 = 0.67, 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 = 0.0
Gamma = 8, C = 4.0, Acc = 0.70, Train time = 0.0160000324249
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 = 0.67, Train time = 0.0
Gamma = 32, C = 2.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.67, Train time = 0.0160000324249
Gamma = 32, C = 5.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.67, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.67, Train time = 0.0149998664856
Gamma = 32, C = 9.0, Acc = 0.67, Train time = 0.0
TRAINING CLASS 2:
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 = 0.97, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.97, 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 = 0.0
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 = 0.0
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 = 0.0149998664856
Gamma = 8, C = 1.0, Acc = 0.60, 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 = 0.0
Gamma = 8, C = 5.0, Acc = 0.63, Train time = 0.0160000324249
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 = 0.60, Train time = 0.0160000324249
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 = 0.0
Gamma = 32, C = 5.0, Acc = 0.60, Train time = 0.0149998664856
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 = 0.0160000324249
Gamma = 32, C = 9.0, Acc = 0.60, Train time = 0.0
TRAINING CLASS 3:
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 = 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 = 0.0
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 = 0.97, Train time = 0.0
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 3.0, Acc = 0.97, 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 = 0.000999927520752
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.00200009346008
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.000999927520752
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.00100016593933
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.000999927520752
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.00300002098083
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 = 0.0
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 = 0.73, Train time = 0.0160000324249
Gamma = 8, C = 2.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 3.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 4.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 5.0, Acc = 0.73, Train time = 0.0149998664856
Gamma = 8, C = 6.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 7.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 8.0, Acc = 0.73, Train time = 0.0
Gamma = 8, C = 9.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 1.0, Acc = 0.73, Train time = 0.0160000324249
Gamma = 32, C = 2.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 3.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 4.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 5.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 6.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 7.0, Acc = 0.73, Train time = 0.0
Gamma = 32, C = 8.0, Acc = 0.73, Train time = 0.0150001049042
Gamma = 32, C = 9.0, Acc = 0.73, Train time = 0.0
Final Result Trainning 90%======
        Acc = 1.00
        Training time = 0.0149998664856

Final Result Trainning 90%======

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

==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.421000003815
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.498999834061
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.4359998703
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.390000104904
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.390000104904
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.390000104904
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.40499997139
Gamma = 0.03125, C = 8.0, Acc = 0.96, Train time = 0.390000104904
Gamma = 0.03125, C = 9.0, Acc = 0.96, Train time = 0.448999881744
Gamma = 0.125, C = 1.0, Acc = 0.81, Train time = 0.8109998703
Gamma = 0.125, C = 2.0, Acc = 0.81, Train time = 0.839999914169
Gamma = 0.125, C = 3.0, Acc = 0.81, Train time = 0.796000003815
Gamma = 0.125, C = 4.0, Acc = 0.81, Train time = 0.795000076294
Gamma = 0.125, C = 5.0, Acc = 0.81, Train time = 0.826999902725
Gamma = 0.125, C = 6.0, Acc = 0.81, Train time = 0.856000185013
Gamma = 0.125, C = 7.0, Acc = 0.81, Train time = 0.8109998703
Gamma = 0.125, C = 8.0, Acc = 0.81, Train time = 0.8109998703
Gamma = 0.125, C = 9.0, Acc = 0.81, Train time = 0.825999975204
Gamma = 0.5, C = 1.0, Acc = 0.80, Train time = 0.77999997139
Gamma = 0.5, C = 2.0, Acc = 0.80, Train time = 0.827000141144
Gamma = 0.5, C = 3.0, Acc = 0.80, Train time = 0.8109998703
Gamma = 0.5, C = 4.0, Acc = 0.80, Train time = 0.827000141144
Gamma = 0.5, C = 5.0, Acc = 0.80, Train time = 0.905000209808
Gamma = 0.5, C = 6.0, Acc = 0.80, Train time = 0.889000177383
Gamma = 0.5, C = 7.0, Acc = 0.80, Train time = 0.827000141144
Gamma = 0.5, C = 8.0, Acc = 0.80, Train time = 0.873999834061
Gamma = 0.5, C = 9.0, Acc = 0.80, Train time = 0.842000007629
Gamma = 2, C = 1.0, Acc = 0.80, Train time = 0.857999801636
Gamma = 2, C = 2.0, Acc = 0.80, Train time = 0.843000173569
Gamma = 2, C = 3.0, Acc = 0.80, Train time = 0.826999902725
Gamma = 2, C = 4.0, Acc = 0.80, Train time = 0.858000040054
Gamma = 2, C = 5.0, Acc = 0.80, Train time = 0.9359998703
Gamma = 2, C = 6.0, Acc = 0.80, Train time = 0.842000007629
Gamma = 2, C = 7.0, Acc = 0.80, Train time = 0.842000007629
Gamma = 2, C = 8.0, Acc = 0.80, Train time = 0.842000007629
Gamma = 2, C = 9.0, Acc = 0.80, Train time = 0.842000007629
Gamma = 8, C = 1.0, Acc = 0.80, Train time = 0.811000108719
Gamma = 8, C = 2.0, Acc = 0.80, Train time = 0.811000108719
Gamma = 8, C = 3.0, Acc = 0.80, Train time = 0.811000108719
Gamma = 8, C = 4.0, Acc = 0.80, Train time = 0.81200003624
Gamma = 8, C = 5.0, Acc = 0.80, Train time = 0.857999801636
Gamma = 8, C = 6.0, Acc = 0.80, Train time = 0.858000040054
Gamma = 8, C = 7.0, Acc = 0.80, Train time = 0.842000007629
Gamma = 8, C = 8.0, Acc = 0.80, Train time = 0.8109998703
Gamma = 8, C = 9.0, Acc = 0.80, Train time = 0.826999902725
Gamma = 32, C = 1.0, Acc = 0.80, Train time = 0.84299993515
Gamma = 32, C = 2.0, Acc = 0.80, Train time = 0.87299990654
Gamma = 32, C = 3.0, Acc = 0.80, Train time = 0.87299990654
Gamma = 32, C = 4.0, Acc = 0.80, Train time = 0.874000072479
Gamma = 32, C = 5.0, Acc = 0.80, Train time = 0.843000173569
Gamma = 32, C = 6.0, Acc = 0.80, Train time = 0.96799993515
Gamma = 32, C = 7.0, Acc = 0.80, Train time = 0.873000144958
Gamma = 32, C = 8.0, Acc = 0.80, Train time = 0.842000007629
Gamma = 32, C = 9.0, Acc = 0.80, Train time = 0.873999834061
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.96, Train time = 0.390000104904
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.390000104904
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.389999866486
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.373999834061
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.374000072479
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.390000104904
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.389999866486
Gamma = 0.03125, C = 8.0, Acc = 0.96, Train time = 0.374000072479
Gamma = 0.03125, C = 9.0, Acc = 0.96, Train time = 0.390000104904
Gamma = 0.125, C = 1.0, Acc = 0.80, Train time = 0.77999997139
Gamma = 0.125, C = 2.0, Acc = 0.81, Train time = 0.780000209808
Gamma = 0.125, C = 3.0, Acc = 0.81, Train time = 0.780000209808
Gamma = 0.125, C = 4.0, Acc = 0.81, Train time = 0.796000003815
Gamma = 0.125, C = 5.0, Acc = 0.81, Train time = 0.8109998703
Gamma = 0.125, C = 6.0, Acc = 0.81, Train time = 0.794999837875
Gamma = 0.125, C = 7.0, Acc = 0.81, Train time = 0.77999997139
Gamma = 0.125, C = 8.0, Acc = 0.81, Train time = 0.811000108719
Gamma = 0.125, C = 9.0, Acc = 0.81, Train time = 0.795000076294
Gamma = 0.5, C = 1.0, Acc = 0.79, Train time = 0.796000003815
Gamma = 0.5, C = 2.0, Acc = 0.79, Train time = 0.826999902725
Gamma = 0.5, C = 3.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 0.5, C = 4.0, Acc = 0.79, Train time = 0.794999837875
Gamma = 0.5, C = 5.0, Acc = 0.79, Train time = 0.842000007629
Gamma = 0.5, C = 6.0, Acc = 0.79, Train time = 0.8109998703
Gamma = 0.5, C = 7.0, Acc = 0.79, Train time = 0.81200003624
Gamma = 0.5, C = 8.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 0.5, C = 9.0, Acc = 0.79, Train time = 0.8109998703
Gamma = 2, C = 1.0, Acc = 0.79, Train time = 0.77999997139
Gamma = 2, C = 2.0, Acc = 0.79, Train time = 0.826999902725
Gamma = 2, C = 3.0, Acc = 0.79, Train time = 0.826999902725
Gamma = 2, C = 4.0, Acc = 0.79, Train time = 0.826999902725
Gamma = 2, C = 5.0, Acc = 0.79, Train time = 0.84299993515
Gamma = 2, C = 6.0, Acc = 0.79, Train time = 0.827000141144
Gamma = 2, C = 7.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 2, C = 8.0, Acc = 0.79, Train time = 0.84299993515
Gamma = 2, C = 9.0, Acc = 0.79, Train time = 0.890000104904
Gamma = 8, C = 1.0, Acc = 0.79, Train time = 0.8109998703
Gamma = 8, C = 2.0, Acc = 0.79, Train time = 0.873999834061
Gamma = 8, C = 3.0, Acc = 0.79, Train time = 0.827000141144
Gamma = 8, C = 4.0, Acc = 0.79, Train time = 0.873000144958
Gamma = 8, C = 5.0, Acc = 0.79, Train time = 0.825999975204
Gamma = 8, C = 6.0, Acc = 0.79, Train time = 0.904000043869
Gamma = 8, C = 7.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 8, C = 8.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 8, C = 9.0, Acc = 0.79, Train time = 0.873000144958
Gamma = 32, C = 1.0, Acc = 0.79, Train time = 1.08500003815
Gamma = 32, C = 2.0, Acc = 0.79, Train time = 0.967000007629
Gamma = 32, C = 3.0, Acc = 0.79, Train time = 0.911000013351
Gamma = 32, C = 4.0, Acc = 0.79, Train time = 0.90499997139
Gamma = 32, C = 5.0, Acc = 0.79, Train time = 0.87299990654
Gamma = 32, C = 6.0, Acc = 0.79, Train time = 0.99799990654
Gamma = 32, C = 7.0, Acc = 0.79, Train time = 0.919999837875
Gamma = 32, C = 8.0, Acc = 0.79, Train time = 0.936000108719
Gamma = 32, C = 9.0, Acc = 0.79, Train time = 0.936000108719
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.92, Train time = 0.513999938965
Gamma = 0.03125, C = 2.0, Acc = 0.93, Train time = 0.749000072479
Gamma = 0.03125, C = 3.0, Acc = 0.93, Train time = 0.718000173569
Gamma = 0.03125, C = 4.0, Acc = 0.93, Train time = 0.671000003815
Gamma = 0.03125, C = 5.0, Acc = 0.93, Train time = 0.65499997139
Gamma = 0.03125, C = 6.0, Acc = 0.93, Train time = 0.671000003815
Gamma = 0.03125, C = 7.0, Acc = 0.93, Train time = 0.702000141144
Gamma = 0.03125, C = 8.0, Acc = 0.93, Train time = 0.717000007629
Gamma = 0.03125, C = 9.0, Acc = 0.93, Train time = 0.71799993515
Gamma = 0.125, C = 1.0, Acc = 0.65, Train time = 0.858000040054
Gamma = 0.125, C = 2.0, Acc = 0.66, Train time = 0.796000003815
Gamma = 0.125, C = 3.0, Acc = 0.66, Train time = 0.90499997139
Gamma = 0.125, C = 4.0, Acc = 0.66, Train time = 0.888999938965
Gamma = 0.125, C = 5.0, Acc = 0.66, Train time = 0.873000144958
Gamma = 0.125, C = 6.0, Acc = 0.66, Train time = 0.90499997139
Gamma = 0.125, C = 7.0, Acc = 0.66, Train time = 0.889999866486
Gamma = 0.125, C = 8.0, Acc = 0.66, Train time = 0.842000007629
Gamma = 0.125, C = 9.0, Acc = 0.66, Train time = 0.795000076294
Gamma = 0.5, C = 1.0, Acc = 0.60, Train time = 0.827000141144
Gamma = 0.5, C = 2.0, Acc = 0.60, Train time = 0.795999765396
Gamma = 0.5, C = 3.0, Acc = 0.60, Train time = 0.811000108719
Gamma = 0.5, C = 4.0, Acc = 0.60, Train time = 0.796000003815
Gamma = 0.5, C = 5.0, Acc = 0.60, Train time = 0.811000108719
Gamma = 0.5, C = 6.0, Acc = 0.60, Train time = 0.796000003815
Gamma = 0.5, C = 7.0, Acc = 0.60, Train time = 0.796000003815
Gamma = 0.5, C = 8.0, Acc = 0.60, Train time = 0.826999902725
Gamma = 0.5, C = 9.0, Acc = 0.60, Train time = 0.794999837875
Gamma = 2, C = 1.0, Acc = 0.58, Train time = 0.842000007629
Gamma = 2, C = 2.0, Acc = 0.59, Train time = 0.8109998703
Gamma = 2, C = 3.0, Acc = 0.59, Train time = 0.827000141144
Gamma = 2, C = 4.0, Acc = 0.59, Train time = 0.826999902725
Gamma = 2, C = 5.0, Acc = 0.59, Train time = 0.827000141144
Gamma = 2, C = 6.0, Acc = 0.59, Train time = 0.825999975204
Gamma = 2, C = 7.0, Acc = 0.59, Train time = 0.8109998703
Gamma = 2, C = 8.0, Acc = 0.59, Train time = 0.827000141144
Gamma = 2, C = 9.0, Acc = 0.59, Train time = 0.826999902725
Gamma = 8, C = 1.0, Acc = 0.58, Train time = 0.858000040054
Gamma = 8, C = 2.0, Acc = 0.58, Train time = 0.796000003815
Gamma = 8, C = 3.0, Acc = 0.58, Train time = 0.81200003624
Gamma = 8, C = 4.0, Acc = 0.58, Train time = 0.796000003815
Gamma = 8, C = 5.0, Acc = 0.58, Train time = 0.796000003815
Gamma = 8, C = 6.0, Acc = 0.58, Train time = 0.795000076294
Gamma = 8, C = 7.0, Acc = 0.58, Train time = 0.811000108719
Gamma = 8, C = 8.0, Acc = 0.58, Train time = 0.795000076294
Gamma = 8, C = 9.0, Acc = 0.58, Train time = 0.811000108719
Gamma = 32, C = 1.0, Acc = 0.58, Train time = 0.905000209808
Gamma = 32, C = 2.0, Acc = 0.58, Train time = 0.858000040054
Gamma = 32, C = 3.0, Acc = 0.58, Train time = 0.87299990654
Gamma = 32, C = 4.0, Acc = 0.58, Train time = 0.888999938965
Gamma = 32, C = 5.0, Acc = 0.58, Train time = 0.904000043869
Gamma = 32, C = 6.0, Acc = 0.58, Train time = 0.87299990654
Gamma = 32, C = 7.0, Acc = 0.58, Train time = 0.858000040054
Gamma = 32, C = 8.0, Acc = 0.58, Train time = 0.857999801636
Gamma = 32, C = 9.0, Acc = 0.58, Train time = 0.870000123978
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.98, Train time = 0.453000068665
Gamma = 0.03125, C = 2.0, Acc = 0.98, Train time = 0.452000141144
Gamma = 0.03125, C = 3.0, Acc = 0.98, Train time = 0.406000137329
Gamma = 0.03125, C = 4.0, Acc = 0.98, Train time = 0.451999902725
Gamma = 0.03125, C = 5.0, Acc = 0.98, Train time = 0.405999898911
Gamma = 0.03125, C = 6.0, Acc = 0.98, Train time = 0.40499997139
Gamma = 0.03125, C = 7.0, Acc = 0.98, Train time = 0.451999902725
Gamma = 0.03125, C = 8.0, Acc = 0.98, Train time = 0.421000003815
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.389999866486
Gamma = 0.125, C = 1.0, Acc = 0.82, Train time = 0.873999834061
Gamma = 0.125, C = 2.0, Acc = 0.82, Train time = 0.951999902725
Gamma = 0.125, C = 3.0, Acc = 0.82, Train time = 0.827000141144
Gamma = 0.125, C = 4.0, Acc = 0.82, Train time = 0.81200003624
Gamma = 0.125, C = 5.0, Acc = 0.82, Train time = 0.967000007629
Gamma = 0.125, C = 6.0, Acc = 0.82, Train time = 0.90499997139
Gamma = 0.125, C = 7.0, Acc = 0.82, Train time = 0.873999834061
Gamma = 0.125, C = 8.0, Acc = 0.82, Train time = 0.858000040054
Gamma = 0.125, C = 9.0, Acc = 0.82, Train time = 0.81200003624
Gamma = 0.5, C = 1.0, Acc = 0.81, Train time = 0.796000003815
Gamma = 0.5, C = 2.0, Acc = 0.81, Train time = 0.8109998703
Gamma = 0.5, C = 3.0, Acc = 0.81, Train time = 0.795000076294
Gamma = 0.5, C = 4.0, Acc = 0.81, Train time = 0.811000108719
Gamma = 0.5, C = 5.0, Acc = 0.81, Train time = 0.842000007629
Gamma = 0.5, C = 6.0, Acc = 0.81, Train time = 0.889000177383
Gamma = 0.5, C = 7.0, Acc = 0.81, Train time = 0.826999902725
Gamma = 0.5, C = 8.0, Acc = 0.81, Train time = 0.842000007629
Gamma = 0.5, C = 9.0, Acc = 0.81, Train time = 0.842000007629
Gamma = 2, C = 1.0, Acc = 0.80, Train time = 0.858000040054
Gamma = 2, C = 2.0, Acc = 0.80, Train time = 0.825999975204
Gamma = 2, C = 3.0, Acc = 0.80, Train time = 0.765000104904
Gamma = 2, C = 4.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 2, C = 5.0, Acc = 0.80, Train time = 0.8109998703
Gamma = 2, C = 6.0, Acc = 0.80, Train time = 0.763999938965
Gamma = 2, C = 7.0, Acc = 0.80, Train time = 0.77999997139
Gamma = 2, C = 8.0, Acc = 0.80, Train time = 0.858000040054
Gamma = 2, C = 9.0, Acc = 0.80, Train time = 0.889000177383
Gamma = 8, C = 1.0, Acc = 0.80, Train time = 0.904000043869
Gamma = 8, C = 2.0, Acc = 0.80, Train time = 0.763999938965
Gamma = 8, C = 3.0, Acc = 0.80, Train time = 0.780000209808
Gamma = 8, C = 4.0, Acc = 0.80, Train time = 0.764999866486
Gamma = 8, C = 5.0, Acc = 0.80, Train time = 0.826999902725
Gamma = 8, C = 6.0, Acc = 0.80, Train time = 0.827000141144
Gamma = 8, C = 7.0, Acc = 0.80, Train time = 0.858000040054
Gamma = 8, C = 8.0, Acc = 0.80, Train time = 0.764999866486
Gamma = 8, C = 9.0, Acc = 0.80, Train time = 0.765000104904
Gamma = 32, C = 1.0, Acc = 0.80, Train time = 0.842000007629
Gamma = 32, C = 2.0, Acc = 0.80, Train time = 0.889999866486
Gamma = 32, C = 3.0, Acc = 0.80, Train time = 0.826999902725
Gamma = 32, C = 4.0, Acc = 0.80, Train time = 0.827000141144
Gamma = 32, C = 5.0, Acc = 0.80, Train time = 0.841999769211
Gamma = 32, C = 6.0, Acc = 0.80, Train time = 0.858000040054
Gamma = 32, C = 7.0, Acc = 0.80, Train time = 0.811000108719
Gamma = 32, C = 8.0, Acc = 0.80, Train time = 0.826999902725
Gamma = 32, C = 9.0, Acc = 0.80, Train time = 0.905000209808
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.421999931335
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.40499997139
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.374000072479
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.389999866486
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.375
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.389999866486
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.374000072479
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.406000137329
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.405000209808
Gamma = 0.125, C = 1.0, Acc = 0.81, Train time = 0.950999975204
Gamma = 0.125, C = 2.0, Acc = 0.81, Train time = 0.827000141144
Gamma = 0.125, C = 3.0, Acc = 0.81, Train time = 0.77999997139
Gamma = 0.125, C = 4.0, Acc = 0.81, Train time = 0.763999938965
Gamma = 0.125, C = 5.0, Acc = 0.81, Train time = 0.780000209808
Gamma = 0.125, C = 6.0, Acc = 0.81, Train time = 0.77999997139
Gamma = 0.125, C = 7.0, Acc = 0.81, Train time = 0.77999997139
Gamma = 0.125, C = 8.0, Acc = 0.81, Train time = 0.77999997139
Gamma = 0.125, C = 9.0, Acc = 0.81, Train time = 0.780000209808
Gamma = 0.5, C = 1.0, Acc = 0.78, Train time = 0.77999997139
Gamma = 0.5, C = 2.0, Acc = 0.79, Train time = 0.842000007629
Gamma = 0.5, C = 3.0, Acc = 0.79, Train time = 0.811999797821
Gamma = 0.5, C = 4.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 0.5, C = 5.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 0.5, C = 6.0, Acc = 0.79, Train time = 0.827000141144
Gamma = 0.5, C = 7.0, Acc = 0.79, Train time = 0.873000144958
Gamma = 0.5, C = 8.0, Acc = 0.79, Train time = 0.842000007629
Gamma = 0.5, C = 9.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 2, C = 1.0, Acc = 0.78, Train time = 0.796000003815
Gamma = 2, C = 2.0, Acc = 0.78, Train time = 0.87299990654
Gamma = 2, C = 3.0, Acc = 0.78, Train time = 0.81200003624
Gamma = 2, C = 4.0, Acc = 0.78, Train time = 0.796000003815
Gamma = 2, C = 5.0, Acc = 0.78, Train time = 0.8109998703
Gamma = 2, C = 6.0, Acc = 0.78, Train time = 0.8109998703
Gamma = 2, C = 7.0, Acc = 0.78, Train time = 0.8109998703
Gamma = 2, C = 8.0, Acc = 0.78, Train time = 0.796000003815
Gamma = 2, C = 9.0, Acc = 0.78, Train time = 0.888999938965
Gamma = 8, C = 1.0, Acc = 0.78, Train time = 0.764000177383
Gamma = 8, C = 2.0, Acc = 0.78, Train time = 0.811000108719
Gamma = 8, C = 3.0, Acc = 0.78, Train time = 0.842000007629
Gamma = 8, C = 4.0, Acc = 0.78, Train time = 0.827000141144
Gamma = 8, C = 5.0, Acc = 0.78, Train time = 0.77999997139
Gamma = 8, C = 6.0, Acc = 0.78, Train time = 0.84299993515
Gamma = 8, C = 7.0, Acc = 0.78, Train time = 0.77999997139
Gamma = 8, C = 8.0, Acc = 0.78, Train time = 0.796000003815
Gamma = 8, C = 9.0, Acc = 0.78, Train time = 0.796000003815
Gamma = 32, C = 1.0, Acc = 0.78, Train time = 0.826000213623
Gamma = 32, C = 2.0, Acc = 0.78, Train time = 0.889000177383
Gamma = 32, C = 3.0, Acc = 0.78, Train time = 0.858000040054
Gamma = 32, C = 4.0, Acc = 0.78, Train time = 0.84299993515
Gamma = 32, C = 5.0, Acc = 0.78, Train time = 0.842000007629
Gamma = 32, C = 6.0, Acc = 0.78, Train time = 0.842000007629
Gamma = 32, C = 7.0, Acc = 0.78, Train time = 0.84299993515
Gamma = 32, C = 8.0, Acc = 0.78, Train time = 0.827000141144
Gamma = 32, C = 9.0, Acc = 0.78, Train time = 0.874000072479
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.530999898911
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.733000040054
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.671000003815
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.686000108719
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.655000209808
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.671000003815
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.6859998703
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.669999837875
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.701999902725
Gamma = 0.125, C = 1.0, Acc = 0.67, Train time = 0.873000144958
Gamma = 0.125, C = 2.0, Acc = 0.70, Train time = 0.888999938965
Gamma = 0.125, C = 3.0, Acc = 0.70, Train time = 0.827000141144
Gamma = 0.125, C = 4.0, Acc = 0.70, Train time = 0.77999997139
Gamma = 0.125, C = 5.0, Acc = 0.70, Train time = 0.77999997139
Gamma = 0.125, C = 6.0, Acc = 0.70, Train time = 0.77999997139
Gamma = 0.125, C = 7.0, Acc = 0.70, Train time = 0.77999997139
Gamma = 0.125, C = 8.0, Acc = 0.70, Train time = 0.77999997139
Gamma = 0.125, C = 9.0, Acc = 0.70, Train time = 0.77999997139
Gamma = 0.5, C = 1.0, Acc = 0.61, Train time = 0.825999975204
Gamma = 0.5, C = 2.0, Acc = 0.61, Train time = 0.796000003815
Gamma = 0.5, C = 3.0, Acc = 0.61, Train time = 0.77999997139
Gamma = 0.5, C = 4.0, Acc = 0.61, Train time = 0.795000076294
Gamma = 0.5, C = 5.0, Acc = 0.61, Train time = 0.77999997139
Gamma = 0.5, C = 6.0, Acc = 0.61, Train time = 0.795000076294
Gamma = 0.5, C = 7.0, Acc = 0.61, Train time = 0.77999997139
Gamma = 0.5, C = 8.0, Acc = 0.61, Train time = 0.796000003815
Gamma = 0.5, C = 9.0, Acc = 0.61, Train time = 0.794999837875
Gamma = 2, C = 1.0, Acc = 0.59, Train time = 0.826999902725
Gamma = 2, C = 2.0, Acc = 0.59, Train time = 0.8109998703
Gamma = 2, C = 3.0, Acc = 0.59, Train time = 0.8109998703
Gamma = 2, C = 4.0, Acc = 0.59, Train time = 0.81200003624
Gamma = 2, C = 5.0, Acc = 0.59, Train time = 0.811000108719
Gamma = 2, C = 6.0, Acc = 0.59, Train time = 0.8109998703
Gamma = 2, C = 7.0, Acc = 0.59, Train time = 0.8109998703
Gamma = 2, C = 8.0, Acc = 0.59, Train time = 0.8109998703
Gamma = 2, C = 9.0, Acc = 0.59, Train time = 0.811000108719
Gamma = 8, C = 1.0, Acc = 0.59, Train time = 0.826999902725
Gamma = 8, C = 2.0, Acc = 0.59, Train time = 0.794999837875
Gamma = 8, C = 3.0, Acc = 0.59, Train time = 0.796000003815
Gamma = 8, C = 4.0, Acc = 0.59, Train time = 0.796000003815
Gamma = 8, C = 5.0, Acc = 0.59, Train time = 0.796000003815
Gamma = 8, C = 6.0, Acc = 0.59, Train time = 0.794999837875
Gamma = 8, C = 7.0, Acc = 0.59, Train time = 0.794999837875
Gamma = 8, C = 8.0, Acc = 0.59, Train time = 0.796000003815
Gamma = 8, C = 9.0, Acc = 0.59, Train time = 0.796000003815
Gamma = 32, C = 1.0, Acc = 0.59, Train time = 0.889999866486
Gamma = 32, C = 2.0, Acc = 0.59, Train time = 0.858000040054
Gamma = 32, C = 3.0, Acc = 0.59, Train time = 0.858000040054
Gamma = 32, C = 4.0, Acc = 0.59, Train time = 0.843000173569
Gamma = 32, C = 5.0, Acc = 0.59, Train time = 0.857999801636
Gamma = 32, C = 6.0, Acc = 0.59, Train time = 0.842000007629
Gamma = 32, C = 7.0, Acc = 0.59, Train time = 0.858000040054
Gamma = 32, C = 8.0, Acc = 0.59, Train time = 0.842000007629
Gamma = 32, C = 9.0, Acc = 0.59, Train time = 0.858000040054
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.96, Train time = 0.390000104904
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.390000104904
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.390000104904
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.405000209808
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.390000104904
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.390000104904
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.389999866486
Gamma = 0.03125, C = 8.0, Acc = 0.96, Train time = 0.389999866486
Gamma = 0.03125, C = 9.0, Acc = 0.96, Train time = 0.483999967575
Gamma = 0.125, C = 1.0, Acc = 0.82, Train time = 0.983000040054
Gamma = 0.125, C = 2.0, Acc = 0.82, Train time = 0.888999938965
Gamma = 0.125, C = 3.0, Acc = 0.82, Train time = 0.919999837875
Gamma = 0.125, C = 4.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.125, C = 5.0, Acc = 0.82, Train time = 0.795000076294
Gamma = 0.125, C = 6.0, Acc = 0.82, Train time = 0.795000076294
Gamma = 0.125, C = 7.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.125, C = 8.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.125, C = 9.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.5, C = 1.0, Acc = 0.80, Train time = 0.77999997139
Gamma = 0.5, C = 2.0, Acc = 0.80, Train time = 0.794999837875
Gamma = 0.5, C = 3.0, Acc = 0.80, Train time = 0.795999765396
Gamma = 0.5, C = 4.0, Acc = 0.80, Train time = 0.811000108719
Gamma = 0.5, C = 5.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 0.5, C = 6.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 0.5, C = 7.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 0.5, C = 8.0, Acc = 0.80, Train time = 0.794999837875
Gamma = 0.5, C = 9.0, Acc = 0.80, Train time = 0.795000076294
Gamma = 2, C = 1.0, Acc = 0.80, Train time = 0.811000108719
Gamma = 2, C = 2.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 2, C = 3.0, Acc = 0.80, Train time = 0.811000108719
Gamma = 2, C = 4.0, Acc = 0.80, Train time = 0.826999902725
Gamma = 2, C = 5.0, Acc = 0.80, Train time = 0.811000108719
Gamma = 2, C = 6.0, Acc = 0.80, Train time = 0.811000108719
Gamma = 2, C = 7.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 2, C = 8.0, Acc = 0.80, Train time = 0.811000108719
Gamma = 2, C = 9.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 8, C = 1.0, Acc = 0.80, Train time = 0.77999997139
Gamma = 8, C = 2.0, Acc = 0.80, Train time = 0.794999837875
Gamma = 8, C = 3.0, Acc = 0.80, Train time = 0.77999997139
Gamma = 8, C = 4.0, Acc = 0.80, Train time = 0.77999997139
Gamma = 8, C = 5.0, Acc = 0.80, Train time = 0.795000076294
Gamma = 8, C = 6.0, Acc = 0.80, Train time = 0.77999997139
Gamma = 8, C = 7.0, Acc = 0.80, Train time = 0.795000076294
Gamma = 8, C = 8.0, Acc = 0.80, Train time = 0.780000209808
Gamma = 8, C = 9.0, Acc = 0.80, Train time = 0.77999997139
Gamma = 32, C = 1.0, Acc = 0.80, Train time = 0.842000007629
Gamma = 32, C = 2.0, Acc = 0.80, Train time = 0.84299993515
Gamma = 32, C = 3.0, Acc = 0.80, Train time = 0.983000040054
Gamma = 32, C = 4.0, Acc = 0.80, Train time = 0.874000072479
Gamma = 32, C = 5.0, Acc = 0.80, Train time = 0.858000040054
Gamma = 32, C = 6.0, Acc = 0.80, Train time = 0.857999801636
Gamma = 32, C = 7.0, Acc = 0.80, Train time = 0.90499997139
Gamma = 32, C = 8.0, Acc = 0.80, Train time = 0.858000040054
Gamma = 32, C = 9.0, Acc = 0.80, Train time = 0.84299993515
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.358999967575
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.373999834061
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.375
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.358000040054
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.375
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.374000072479
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.358999967575
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.374000072479
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.43700003624
Gamma = 0.125, C = 1.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 0.125, C = 2.0, Acc = 0.81, Train time = 0.90499997139
Gamma = 0.125, C = 3.0, Acc = 0.81, Train time = 0.843000173569
Gamma = 0.125, C = 4.0, Acc = 0.81, Train time = 0.811999797821
Gamma = 0.125, C = 5.0, Acc = 0.81, Train time = 0.77999997139
Gamma = 0.125, C = 6.0, Acc = 0.81, Train time = 0.77999997139
Gamma = 0.125, C = 7.0, Acc = 0.81, Train time = 0.77999997139
Gamma = 0.125, C = 8.0, Acc = 0.81, Train time = 0.77999997139
Gamma = 0.125, C = 9.0, Acc = 0.81, Train time = 0.77999997139
Gamma = 0.5, C = 1.0, Acc = 0.79, Train time = 0.77999997139
Gamma = 0.5, C = 2.0, Acc = 0.79, Train time = 0.8109998703
Gamma = 0.5, C = 3.0, Acc = 0.79, Train time = 0.794999837875
Gamma = 0.5, C = 4.0, Acc = 0.79, Train time = 0.795000076294
Gamma = 0.5, C = 5.0, Acc = 0.79, Train time = 0.795000076294
Gamma = 0.5, C = 6.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 0.5, C = 7.0, Acc = 0.79, Train time = 0.795000076294
Gamma = 0.5, C = 8.0, Acc = 0.79, Train time = 0.795000076294
Gamma = 0.5, C = 9.0, Acc = 0.79, Train time = 0.8109998703
Gamma = 2, C = 1.0, Acc = 0.79, Train time = 0.8109998703
Gamma = 2, C = 2.0, Acc = 0.79, Train time = 0.827000141144
Gamma = 2, C = 3.0, Acc = 0.79, Train time = 0.826999902725
Gamma = 2, C = 4.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 2, C = 5.0, Acc = 0.79, Train time = 0.825999975204
Gamma = 2, C = 6.0, Acc = 0.79, Train time = 0.827000141144
Gamma = 2, C = 7.0, Acc = 0.79, Train time = 0.826999902725
Gamma = 2, C = 8.0, Acc = 0.79, Train time = 0.826999902725
Gamma = 2, C = 9.0, Acc = 0.79, Train time = 0.827000141144
Gamma = 8, C = 1.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 8, C = 2.0, Acc = 0.79, Train time = 0.8109998703
Gamma = 8, C = 3.0, Acc = 0.79, Train time = 0.796000003815
Gamma = 8, C = 4.0, Acc = 0.79, Train time = 0.8109998703
Gamma = 8, C = 5.0, Acc = 0.79, Train time = 0.796000003815
Gamma = 8, C = 6.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 8, C = 7.0, Acc = 0.79, Train time = 0.796000003815
Gamma = 8, C = 8.0, Acc = 0.79, Train time = 0.795000076294
Gamma = 8, C = 9.0, Acc = 0.79, Train time = 0.795000076294
Gamma = 32, C = 1.0, Acc = 0.79, Train time = 0.825999975204
Gamma = 32, C = 2.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 32, C = 3.0, Acc = 0.79, Train time = 0.84299993515
Gamma = 32, C = 4.0, Acc = 0.79, Train time = 0.842000007629
Gamma = 32, C = 5.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 32, C = 6.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 32, C = 7.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 32, C = 8.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 32, C = 9.0, Acc = 0.79, Train time = 0.858000040054
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.95, Train time = 0.483999967575
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.669999837875
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.671000003815
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.65499997139
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.671000003815
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.655999898911
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.65499997139
Gamma = 0.03125, C = 8.0, Acc = 0.96, Train time = 0.65499997139
Gamma = 0.03125, C = 9.0, Acc = 0.96, Train time = 0.65499997139
Gamma = 0.125, C = 1.0, Acc = 0.66, Train time = 0.811000108719
Gamma = 0.125, C = 2.0, Acc = 0.68, Train time = 0.796000003815
Gamma = 0.125, C = 3.0, Acc = 0.68, Train time = 0.77999997139
Gamma = 0.125, C = 4.0, Acc = 0.68, Train time = 0.796000003815
Gamma = 0.125, C = 5.0, Acc = 0.68, Train time = 0.796000003815
Gamma = 0.125, C = 6.0, Acc = 0.68, Train time = 0.796000003815
Gamma = 0.125, C = 7.0, Acc = 0.68, Train time = 0.796000003815
Gamma = 0.125, C = 8.0, Acc = 0.68, Train time = 0.77999997139
Gamma = 0.125, C = 9.0, Acc = 0.68, Train time = 0.77999997139
Gamma = 0.5, C = 1.0, Acc = 0.61, Train time = 0.826999902725
Gamma = 0.5, C = 2.0, Acc = 0.61, Train time = 0.796000003815
Gamma = 0.5, C = 3.0, Acc = 0.61, Train time = 0.794999837875
Gamma = 0.5, C = 4.0, Acc = 0.61, Train time = 0.794999837875
Gamma = 0.5, C = 5.0, Acc = 0.61, Train time = 0.77999997139
Gamma = 0.5, C = 6.0, Acc = 0.61, Train time = 0.796000003815
Gamma = 0.5, C = 7.0, Acc = 0.61, Train time = 0.796000003815
Gamma = 0.5, C = 8.0, Acc = 0.61, Train time = 0.77999997139
Gamma = 0.5, C = 9.0, Acc = 0.61, Train time = 0.796000003815
Gamma = 2, C = 1.0, Acc = 0.59, Train time = 0.826999902725
Gamma = 2, C = 2.0, Acc = 0.60, Train time = 0.826999902725
Gamma = 2, C = 3.0, Acc = 0.60, Train time = 0.842000007629
Gamma = 2, C = 4.0, Acc = 0.60, Train time = 0.826999902725
Gamma = 2, C = 5.0, Acc = 0.60, Train time = 0.827000141144
Gamma = 2, C = 6.0, Acc = 0.60, Train time = 0.84299993515
Gamma = 2, C = 7.0, Acc = 0.60, Train time = 0.826999902725
Gamma = 2, C = 8.0, Acc = 0.60, Train time = 0.827000141144
Gamma = 2, C = 9.0, Acc = 0.60, Train time = 0.842000007629
Gamma = 8, C = 1.0, Acc = 0.59, Train time = 0.825999975204
Gamma = 8, C = 2.0, Acc = 0.59, Train time = 0.8109998703
Gamma = 8, C = 3.0, Acc = 0.59, Train time = 0.811000108719
Gamma = 8, C = 4.0, Acc = 0.59, Train time = 0.811000108719
Gamma = 8, C = 5.0, Acc = 0.59, Train time = 0.81200003624
Gamma = 8, C = 6.0, Acc = 0.59, Train time = 0.8109998703
Gamma = 8, C = 7.0, Acc = 0.59, Train time = 0.795000076294
Gamma = 8, C = 8.0, Acc = 0.59, Train time = 0.811000108719
Gamma = 8, C = 9.0, Acc = 0.59, Train time = 0.8109998703
Gamma = 32, C = 1.0, Acc = 0.59, Train time = 0.874000072479
Gamma = 32, C = 2.0, Acc = 0.59, Train time = 0.87299990654
Gamma = 32, C = 3.0, Acc = 0.59, Train time = 0.87299990654
Gamma = 32, C = 4.0, Acc = 0.59, Train time = 0.858000040054
Gamma = 32, C = 5.0, Acc = 0.59, Train time = 0.87299990654
Gamma = 32, C = 6.0, Acc = 0.59, Train time = 0.874000072479
Gamma = 32, C = 7.0, Acc = 0.59, Train time = 0.873999834061
Gamma = 32, C = 8.0, Acc = 0.59, Train time = 0.858000040054
Gamma = 32, C = 9.0, Acc = 0.59, Train time = 0.873999834061
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.96, Train time = 0.373999834061
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.374000072479
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.390000104904
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.389999866486
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.389999866486
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.375
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.389999866486
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.390000104904
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.390000104904
Gamma = 0.125, C = 1.0, Acc = 0.82, Train time = 0.763999938965
Gamma = 0.125, C = 2.0, Acc = 0.82, Train time = 0.77999997139
Gamma = 0.125, C = 3.0, Acc = 0.82, Train time = 0.77999997139
Gamma = 0.125, C = 4.0, Acc = 0.82, Train time = 0.77999997139
Gamma = 0.125, C = 5.0, Acc = 0.82, Train time = 0.780000209808
Gamma = 0.125, C = 6.0, Acc = 0.82, Train time = 0.795000076294
Gamma = 0.125, C = 7.0, Acc = 0.82, Train time = 0.77999997139
Gamma = 0.125, C = 8.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.125, C = 9.0, Acc = 0.82, Train time = 0.77999997139
Gamma = 0.5, C = 1.0, Acc = 0.80, Train time = 0.77999997139
Gamma = 0.5, C = 2.0, Acc = 0.81, Train time = 0.794999837875
Gamma = 0.5, C = 3.0, Acc = 0.81, Train time = 0.8109998703
Gamma = 0.5, C = 4.0, Acc = 0.81, Train time = 0.794999837875
Gamma = 0.5, C = 5.0, Acc = 0.81, Train time = 0.796000003815
Gamma = 0.5, C = 6.0, Acc = 0.81, Train time = 0.796000003815
Gamma = 0.5, C = 7.0, Acc = 0.81, Train time = 0.796000003815
Gamma = 0.5, C = 8.0, Acc = 0.81, Train time = 0.796000003815
Gamma = 0.5, C = 9.0, Acc = 0.81, Train time = 0.796000003815
Gamma = 2, C = 1.0, Acc = 0.80, Train time = 0.794999837875
Gamma = 2, C = 2.0, Acc = 0.80, Train time = 0.795000076294
Gamma = 2, C = 3.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 2, C = 4.0, Acc = 0.80, Train time = 0.811000108719
Gamma = 2, C = 5.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 2, C = 6.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 2, C = 7.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 2, C = 8.0, Acc = 0.80, Train time = 0.795000076294
Gamma = 2, C = 9.0, Acc = 0.80, Train time = 0.795000076294
Gamma = 8, C = 1.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 8, C = 2.0, Acc = 0.80, Train time = 0.765000104904
Gamma = 8, C = 3.0, Acc = 0.80, Train time = 0.764999866486
Gamma = 8, C = 4.0, Acc = 0.80, Train time = 0.749000072479
Gamma = 8, C = 5.0, Acc = 0.80, Train time = 0.749000072479
Gamma = 8, C = 6.0, Acc = 0.80, Train time = 0.763999938965
Gamma = 8, C = 7.0, Acc = 0.80, Train time = 0.763999938965
Gamma = 8, C = 8.0, Acc = 0.80, Train time = 0.763999938965
Gamma = 8, C = 9.0, Acc = 0.80, Train time = 0.74799990654
Gamma = 32, C = 1.0, Acc = 0.80, Train time = 0.842000007629
Gamma = 32, C = 2.0, Acc = 0.80, Train time = 0.811000108719
Gamma = 32, C = 3.0, Acc = 0.80, Train time = 0.825999975204
Gamma = 32, C = 4.0, Acc = 0.80, Train time = 0.8109998703
Gamma = 32, C = 5.0, Acc = 0.80, Train time = 0.920000076294
Gamma = 32, C = 6.0, Acc = 0.80, Train time = 0.936000108719
Gamma = 32, C = 7.0, Acc = 0.80, Train time = 0.90499997139
Gamma = 32, C = 8.0, Acc = 0.80, Train time = 0.843000173569
Gamma = 32, C = 9.0, Acc = 0.80, Train time = 0.84299993515
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.98, Train time = 0.390000104904
Gamma = 0.03125, C = 2.0, Acc = 0.98, Train time = 0.390000104904
Gamma = 0.03125, C = 3.0, Acc = 0.98, Train time = 0.389999866486
Gamma = 0.03125, C = 4.0, Acc = 0.98, Train time = 0.390000104904
Gamma = 0.03125, C = 5.0, Acc = 0.98, Train time = 0.390000104904
Gamma = 0.03125, C = 6.0, Acc = 0.98, Train time = 0.452000141144
Gamma = 0.03125, C = 7.0, Acc = 0.98, Train time = 0.390000104904
Gamma = 0.03125, C = 8.0, Acc = 0.98, Train time = 0.453000068665
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.453000068665
Gamma = 0.125, C = 1.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 0.125, C = 2.0, Acc = 0.80, Train time = 0.888999938965
Gamma = 0.125, C = 3.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 0.125, C = 4.0, Acc = 0.80, Train time = 0.764999866486
Gamma = 0.125, C = 5.0, Acc = 0.80, Train time = 0.780000209808
Gamma = 0.125, C = 6.0, Acc = 0.80, Train time = 0.77999997139
Gamma = 0.125, C = 7.0, Acc = 0.80, Train time = 0.764000177383
Gamma = 0.125, C = 8.0, Acc = 0.80, Train time = 0.77999997139
Gamma = 0.125, C = 9.0, Acc = 0.80, Train time = 0.77999997139
Gamma = 0.5, C = 1.0, Acc = 0.79, Train time = 0.77999997139
Gamma = 0.5, C = 2.0, Acc = 0.79, Train time = 0.796000003815
Gamma = 0.5, C = 3.0, Acc = 0.79, Train time = 0.796000003815
Gamma = 0.5, C = 4.0, Acc = 0.79, Train time = 0.81200003624
Gamma = 0.5, C = 5.0, Acc = 0.79, Train time = 0.84299993515
Gamma = 0.5, C = 6.0, Acc = 0.79, Train time = 0.843000173569
Gamma = 0.5, C = 7.0, Acc = 0.79, Train time = 0.8109998703
Gamma = 0.5, C = 8.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 0.5, C = 9.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 2, C = 1.0, Acc = 0.79, Train time = 0.888999938965
Gamma = 2, C = 2.0, Acc = 0.79, Train time = 0.888999938965
Gamma = 2, C = 3.0, Acc = 0.79, Train time = 0.888999938965
Gamma = 2, C = 4.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 2, C = 5.0, Acc = 0.79, Train time = 0.825999975204
Gamma = 2, C = 6.0, Acc = 0.79, Train time = 0.873999834061
Gamma = 2, C = 7.0, Acc = 0.79, Train time = 0.827000141144
Gamma = 2, C = 8.0, Acc = 0.79, Train time = 0.825999975204
Gamma = 2, C = 9.0, Acc = 0.79, Train time = 0.827000141144
Gamma = 8, C = 1.0, Acc = 0.79, Train time = 0.77999997139
Gamma = 8, C = 2.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 8, C = 3.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 8, C = 4.0, Acc = 0.79, Train time = 0.87299990654
Gamma = 8, C = 5.0, Acc = 0.79, Train time = 0.826999902725
Gamma = 8, C = 6.0, Acc = 0.79, Train time = 0.842000007629
Gamma = 8, C = 7.0, Acc = 0.79, Train time = 0.920000076294
Gamma = 8, C = 8.0, Acc = 0.79, Train time = 0.920000076294
Gamma = 8, C = 9.0, Acc = 0.79, Train time = 0.951999902725
Gamma = 32, C = 1.0, Acc = 0.79, Train time = 0.874000072479
Gamma = 32, C = 2.0, Acc = 0.79, Train time = 0.888999938965
Gamma = 32, C = 3.0, Acc = 0.79, Train time = 0.84299993515
Gamma = 32, C = 4.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 32, C = 5.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 32, C = 6.0, Acc = 0.79, Train time = 0.84299993515
Gamma = 32, C = 7.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 32, C = 8.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 32, C = 9.0, Acc = 0.79, Train time = 0.84299993515
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.483000040054
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.65499997139
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.671000003815
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.697000026703
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 1.03500008583
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.873000144958
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.686999797821
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.732999801636
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.733000040054
Gamma = 0.125, C = 1.0, Acc = 0.64, Train time = 0.825999975204
Gamma = 0.125, C = 2.0, Acc = 0.68, Train time = 0.795000076294
Gamma = 0.125, C = 3.0, Acc = 0.68, Train time = 0.795000076294
Gamma = 0.125, C = 4.0, Acc = 0.68, Train time = 0.796000003815
Gamma = 0.125, C = 5.0, Acc = 0.68, Train time = 0.808000087738
Gamma = 0.125, C = 6.0, Acc = 0.68, Train time = 0.873999834061
Gamma = 0.125, C = 7.0, Acc = 0.68, Train time = 0.873999834061
Gamma = 0.125, C = 8.0, Acc = 0.68, Train time = 0.77999997139
Gamma = 0.125, C = 9.0, Acc = 0.68, Train time = 0.77999997139
Gamma = 0.5, C = 1.0, Acc = 0.60, Train time = 0.826999902725
Gamma = 0.5, C = 2.0, Acc = 0.61, Train time = 0.796000003815
Gamma = 0.5, C = 3.0, Acc = 0.61, Train time = 0.795000076294
Gamma = 0.5, C = 4.0, Acc = 0.61, Train time = 0.796000003815
Gamma = 0.5, C = 5.0, Acc = 0.61, Train time = 0.795000076294
Gamma = 0.5, C = 6.0, Acc = 0.61, Train time = 0.795000076294
Gamma = 0.5, C = 7.0, Acc = 0.61, Train time = 0.842000007629
Gamma = 0.5, C = 8.0, Acc = 0.61, Train time = 0.77999997139
Gamma = 0.5, C = 9.0, Acc = 0.61, Train time = 0.795000076294
Gamma = 2, C = 1.0, Acc = 0.59, Train time = 0.827000141144
Gamma = 2, C = 2.0, Acc = 0.59, Train time = 0.827000141144
Gamma = 2, C = 3.0, Acc = 0.59, Train time = 0.919999837875
Gamma = 2, C = 4.0, Acc = 0.59, Train time = 0.888999938965
Gamma = 2, C = 5.0, Acc = 0.59, Train time = 0.811000108719
Gamma = 2, C = 6.0, Acc = 0.59, Train time = 0.96799993515
Gamma = 2, C = 7.0, Acc = 0.59, Train time = 0.826999902725
Gamma = 2, C = 8.0, Acc = 0.59, Train time = 0.921000003815
Gamma = 2, C = 9.0, Acc = 0.59, Train time = 0.811000108719
Gamma = 8, C = 1.0, Acc = 0.59, Train time = 0.827000141144
Gamma = 8, C = 2.0, Acc = 0.59, Train time = 0.826999902725
Gamma = 8, C = 3.0, Acc = 0.59, Train time = 0.811000108719
Gamma = 8, C = 4.0, Acc = 0.59, Train time = 0.811000108719
Gamma = 8, C = 5.0, Acc = 0.59, Train time = 0.81200003624
Gamma = 8, C = 6.0, Acc = 0.59, Train time = 0.8109998703
Gamma = 8, C = 7.0, Acc = 0.59, Train time = 0.811000108719
Gamma = 8, C = 8.0, Acc = 0.59, Train time = 0.811000108719
Gamma = 8, C = 9.0, Acc = 0.59, Train time = 0.825999975204
Gamma = 32, C = 1.0, Acc = 0.59, Train time = 0.874000072479
Gamma = 32, C = 2.0, Acc = 0.59, Train time = 0.889999866486
Gamma = 32, C = 3.0, Acc = 0.59, Train time = 0.87299990654
Gamma = 32, C = 4.0, Acc = 0.59, Train time = 0.873000144958
Gamma = 32, C = 5.0, Acc = 0.59, Train time = 0.96799993515
Gamma = 32, C = 6.0, Acc = 0.59, Train time = 0.87299990654
Gamma = 32, C = 7.0, Acc = 0.59, Train time = 0.858000040054
Gamma = 32, C = 8.0, Acc = 0.59, Train time = 0.87299990654
Gamma = 32, C = 9.0, Acc = 0.59, Train time = 0.87299990654
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.95, Train time = 0.390000104904
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.390000104904
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.40499997139
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.390000104904
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.389999866486
Gamma = 0.03125, C = 6.0, Acc = 0.95, Train time = 0.390000104904
Gamma = 0.03125, C = 7.0, Acc = 0.95, Train time = 0.390000104904
Gamma = 0.03125, C = 8.0, Acc = 0.95, Train time = 0.406000137329
Gamma = 0.03125, C = 9.0, Acc = 0.95, Train time = 0.406000137329
Gamma = 0.125, C = 1.0, Acc = 0.82, Train time = 0.77999997139
Gamma = 0.125, C = 2.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.125, C = 3.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.125, C = 4.0, Acc = 0.82, Train time = 0.795000076294
Gamma = 0.125, C = 5.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.125, C = 6.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.125, C = 7.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.125, C = 8.0, Acc = 0.82, Train time = 0.77999997139
Gamma = 0.125, C = 9.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.5, C = 1.0, Acc = 0.81, Train time = 0.84299993515
Gamma = 0.5, C = 2.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.5, C = 3.0, Acc = 0.82, Train time = 0.81200003624
Gamma = 0.5, C = 4.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.5, C = 5.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.5, C = 6.0, Acc = 0.82, Train time = 0.794999837875
Gamma = 0.5, C = 7.0, Acc = 0.82, Train time = 0.796000003815
Gamma = 0.5, C = 8.0, Acc = 0.82, Train time = 0.794999837875
Gamma = 0.5, C = 9.0, Acc = 0.82, Train time = 0.794999837875
Gamma = 2, C = 1.0, Acc = 0.81, Train time = 0.796000003815
Gamma = 2, C = 2.0, Acc = 0.81, Train time = 0.811000108719
Gamma = 2, C = 3.0, Acc = 0.81, Train time = 0.795000076294
Gamma = 2, C = 4.0, Acc = 0.81, Train time = 0.888999938965
Gamma = 2, C = 5.0, Acc = 0.81, Train time = 0.873999834061
Gamma = 2, C = 6.0, Acc = 0.81, Train time = 0.857999801636
Gamma = 2, C = 7.0, Acc = 0.81, Train time = 0.8109998703
Gamma = 2, C = 8.0, Acc = 0.81, Train time = 0.8109998703
Gamma = 2, C = 9.0, Acc = 0.81, Train time = 0.811000108719
Gamma = 8, C = 1.0, Acc = 0.81, Train time = 0.77999997139
Gamma = 8, C = 2.0, Acc = 0.81, Train time = 0.795000076294
Gamma = 8, C = 3.0, Acc = 0.81, Train time = 0.811000108719
Gamma = 8, C = 4.0, Acc = 0.81, Train time = 0.811000108719
Gamma = 8, C = 5.0, Acc = 0.81, Train time = 0.873999834061
Gamma = 8, C = 6.0, Acc = 0.81, Train time = 0.8109998703
Gamma = 8, C = 7.0, Acc = 0.81, Train time = 0.796000003815
Gamma = 8, C = 8.0, Acc = 0.81, Train time = 0.87299990654
Gamma = 8, C = 9.0, Acc = 0.81, Train time = 0.811000108719
Gamma = 32, C = 1.0, Acc = 0.81, Train time = 0.950999975204
Gamma = 32, C = 2.0, Acc = 0.81, Train time = 1.02999997139
Gamma = 32, C = 3.0, Acc = 0.81, Train time = 0.983000040054
Gamma = 32, C = 4.0, Acc = 0.81, Train time = 0.920000076294
Gamma = 32, C = 5.0, Acc = 0.81, Train time = 0.889999866486
Gamma = 32, C = 6.0, Acc = 0.81, Train time = 0.888999938965
Gamma = 32, C = 7.0, Acc = 0.81, Train time = 0.858000040054
Gamma = 32, C = 8.0, Acc = 0.81, Train time = 0.858000040054
Gamma = 32, C = 9.0, Acc = 0.81, Train time = 0.858000040054
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.358000040054
Gamma = 0.03125, C = 2.0, Acc = 0.98, Train time = 0.374000072479
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 = 0.375
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.375
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.375
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.374000072479
Gamma = 0.125, C = 1.0, Acc = 0.81, Train time = 0.811000108719
Gamma = 0.125, C = 2.0, Acc = 0.82, Train time = 0.77999997139
Gamma = 0.125, C = 3.0, Acc = 0.82, Train time = 0.77999997139
Gamma = 0.125, C = 4.0, Acc = 0.82, Train time = 0.77999997139
Gamma = 0.125, C = 5.0, Acc = 0.82, Train time = 0.77999997139
Gamma = 0.125, C = 6.0, Acc = 0.82, Train time = 0.77999997139
Gamma = 0.125, C = 7.0, Acc = 0.82, Train time = 0.77999997139
Gamma = 0.125, C = 8.0, Acc = 0.82, Train time = 0.765000104904
Gamma = 0.125, C = 9.0, Acc = 0.82, Train time = 0.763999938965
Gamma = 0.5, C = 1.0, Acc = 0.80, Train time = 0.90499997139
Gamma = 0.5, C = 2.0, Acc = 0.80, Train time = 0.9359998703
Gamma = 0.5, C = 3.0, Acc = 0.80, Train time = 1.01399993896
Gamma = 0.5, C = 4.0, Acc = 0.80, Train time = 0.842000007629
Gamma = 0.5, C = 5.0, Acc = 0.80, Train time = 0.888999938965
Gamma = 0.5, C = 6.0, Acc = 0.80, Train time = 0.81200003624
Gamma = 0.5, C = 7.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 0.5, C = 8.0, Acc = 0.80, Train time = 0.81200003624
Gamma = 0.5, C = 9.0, Acc = 0.80, Train time = 0.796000003815
Gamma = 2, C = 1.0, Acc = 0.79, Train time = 0.81200003624
Gamma = 2, C = 2.0, Acc = 0.79, Train time = 0.826999902725
Gamma = 2, C = 3.0, Acc = 0.79, Train time = 0.826000213623
Gamma = 2, C = 4.0, Acc = 0.79, Train time = 0.873999834061
Gamma = 2, C = 5.0, Acc = 0.79, Train time = 0.842000007629
Gamma = 2, C = 6.0, Acc = 0.79, Train time = 0.827000141144
Gamma = 2, C = 7.0, Acc = 0.79, Train time = 0.827000141144
Gamma = 2, C = 8.0, Acc = 0.79, Train time = 0.826999902725
Gamma = 2, C = 9.0, Acc = 0.79, Train time = 0.842000007629
Gamma = 8, C = 1.0, Acc = 0.79, Train time = 0.77999997139
Gamma = 8, C = 2.0, Acc = 0.79, Train time = 0.81200003624
Gamma = 8, C = 3.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 8, C = 4.0, Acc = 0.79, Train time = 0.795000076294
Gamma = 8, C = 5.0, Acc = 0.79, Train time = 0.796000003815
Gamma = 8, C = 6.0, Acc = 0.79, Train time = 0.811000108719
Gamma = 8, C = 7.0, Acc = 0.79, Train time = 0.857999801636
Gamma = 8, C = 8.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 8, C = 9.0, Acc = 0.79, Train time = 0.904000043869
Gamma = 32, C = 1.0, Acc = 0.79, Train time = 0.920000076294
Gamma = 32, C = 2.0, Acc = 0.79, Train time = 0.9359998703
Gamma = 32, C = 3.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 32, C = 4.0, Acc = 0.79, Train time = 0.874000072479
Gamma = 32, C = 5.0, Acc = 0.79, Train time = 0.873000144958
Gamma = 32, C = 6.0, Acc = 0.79, Train time = 0.858000040054
Gamma = 32, C = 7.0, Acc = 0.79, Train time = 0.857999801636
Gamma = 32, C = 8.0, Acc = 0.79, Train time = 0.920000076294
Gamma = 32, C = 9.0, Acc = 0.79, Train time = 0.950999975204
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.94, Train time = 0.608000040054
Gamma = 0.03125, C = 2.0, Acc = 0.94, Train time = 0.71799993515
Gamma = 0.03125, C = 3.0, Acc = 0.94, Train time = 0.733000040054
Gamma = 0.03125, C = 4.0, Acc = 0.94, Train time = 0.77999997139
Gamma = 0.03125, C = 5.0, Acc = 0.94, Train time = 0.733000040054
Gamma = 0.03125, C = 6.0, Acc = 0.94, Train time = 0.669999837875
Gamma = 0.03125, C = 7.0, Acc = 0.94, Train time = 0.74799990654
Gamma = 0.03125, C = 8.0, Acc = 0.94, Train time = 0.764000177383
Gamma = 0.03125, C = 9.0, Acc = 0.94, Train time = 0.733000040054
Gamma = 0.125, C = 1.0, Acc = 0.66, Train time = 0.920000076294
Gamma = 0.125, C = 2.0, Acc = 0.69, Train time = 0.858000040054
Gamma = 0.125, C = 3.0, Acc = 0.69, Train time = 0.858000040054
Gamma = 0.125, C = 4.0, Acc = 0.69, Train time = 0.921000003815
Gamma = 0.125, C = 5.0, Acc = 0.69, Train time = 0.967000007629
Gamma = 0.125, C = 6.0, Acc = 0.69, Train time = 0.936000108719
Gamma = 0.125, C = 7.0, Acc = 0.69, Train time = 0.796000003815
Gamma = 0.125, C = 8.0, Acc = 0.69, Train time = 0.936000108719
Gamma = 0.125, C = 9.0, Acc = 0.69, Train time = 0.8109998703
Gamma = 0.5, C = 1.0, Acc = 0.62, Train time = 0.842000007629
Gamma = 0.5, C = 2.0, Acc = 0.63, Train time = 0.825999975204
Gamma = 0.5, C = 3.0, Acc = 0.63, Train time = 0.951999902725
Gamma = 0.5, C = 4.0, Acc = 0.63, Train time = 0.90499997139
Gamma = 0.5, C = 5.0, Acc = 0.63, Train time = 0.842000007629
Gamma = 0.5, C = 6.0, Acc = 0.63, Train time = 0.90499997139
Gamma = 0.5, C = 7.0, Acc = 0.63, Train time = 0.8109998703
Gamma = 0.5, C = 8.0, Acc = 0.63, Train time = 0.90499997139
Gamma = 0.5, C = 9.0, Acc = 0.63, Train time = 0.811000108719
Gamma = 2, C = 1.0, Acc = 0.60, Train time = 0.888999938965
Gamma = 2, C = 2.0, Acc = 0.60, Train time = 0.842000007629
Gamma = 2, C = 3.0, Acc = 0.60, Train time = 0.826999902725
Gamma = 2, C = 4.0, Acc = 0.60, Train time = 0.827000141144
Gamma = 2, C = 5.0, Acc = 0.60, Train time = 0.825999975204
Gamma = 2, C = 6.0, Acc = 0.60, Train time = 0.827000141144
Gamma = 2, C = 7.0, Acc = 0.60, Train time = 0.873999834061
Gamma = 2, C = 8.0, Acc = 0.60, Train time = 0.873999834061
Gamma = 2, C = 9.0, Acc = 0.60, Train time = 0.825999975204
Gamma = 8, C = 1.0, Acc = 0.60, Train time = 0.826999902725
Gamma = 8, C = 2.0, Acc = 0.60, Train time = 0.889000177383
Gamma = 8, C = 3.0, Acc = 0.60, Train time = 0.825999975204
Gamma = 8, C = 4.0, Acc = 0.60, Train time = 0.825999975204
Gamma = 8, C = 5.0, Acc = 0.60, Train time = 0.796000003815
Gamma = 8, C = 6.0, Acc = 0.60, Train time = 0.811000108719
Gamma = 8, C = 7.0, Acc = 0.60, Train time = 0.8109998703
Gamma = 8, C = 8.0, Acc = 0.60, Train time = 0.796000003815
Gamma = 8, C = 9.0, Acc = 0.60, Train time = 0.796000003815
Gamma = 32, C = 1.0, Acc = 0.60, Train time = 0.890000104904
Gamma = 32, C = 2.0, Acc = 0.60, Train time = 0.87299990654
Gamma = 32, C = 3.0, Acc = 0.60, Train time = 0.858000040054
Gamma = 32, C = 4.0, Acc = 0.60, Train time = 0.858000040054
Gamma = 32, C = 5.0, Acc = 0.60, Train time = 0.858000040054
Gamma = 32, C = 6.0, Acc = 0.60, Train time = 0.858000040054
Gamma = 32, C = 7.0, Acc = 0.60, Train time = 0.858000040054
Gamma = 32, C = 8.0, Acc = 0.60, Train time = 0.858000040054
Gamma = 32, C = 9.0, Acc = 0.60, Train time = 0.874000072479
Final Result Trainning 90%======
        Acc = 0.96
        Training time = 1.24700021744

Final Result Trainning 90%======

        Acc = 0.94
==================================================================
DATASET vehicle information
18 dimensions, 846 vectors, 4 class, 212 positive, 634 negative

==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.74, Train time = 0.0149998664856
Gamma = 0.03125, C = 2.0, Acc = 0.74, Train time = 0.0320000648499
Gamma = 0.03125, C = 3.0, Acc = 0.74, Train time = 0.0150001049042
Gamma = 0.03125, C = 4.0, Acc = 0.75, Train time = 0.0150001049042
Gamma = 0.03125, C = 5.0, Acc = 0.78, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.79, Train time = 0.0149998664856
Gamma = 0.03125, C = 7.0, Acc = 0.79, Train time = 0.0310001373291
Gamma = 0.03125, C = 8.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 0.81, Train time = 0.0309998989105
Gamma = 0.125, C = 1.0, Acc = 0.79, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.79, Train time = 0.0309998989105
Gamma = 0.125, C = 3.0, Acc = 0.79, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.79, Train time = 0.0310001373291
Gamma = 0.125, C = 5.0, Acc = 0.82, Train time = 0.0149998664856
Gamma = 0.125, C = 6.0, Acc = 0.81, Train time = 0.0320000648499
Gamma = 0.125, C = 7.0, Acc = 0.82, Train time = 0.0149998664856
Gamma = 0.125, C = 8.0, Acc = 0.82, Train time = 0.0150001049042
Gamma = 0.125, C = 9.0, Acc = 0.83, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 0.82, Train time = 0.0149998664856
Gamma = 0.5, C = 2.0, Acc = 0.84, Train time = 0.0310001373291
Gamma = 0.5, C = 3.0, Acc = 0.85, Train time = 0.0159997940063
Gamma = 0.5, C = 4.0, Acc = 0.82, Train time = 0.0150001049042
Gamma = 0.5, C = 5.0, Acc = 0.82, Train time = 0.0309998989105
Gamma = 0.5, C = 6.0, Acc = 0.83, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 0.86, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 0.86, Train time = 0.0309998989105
Gamma = 0.5, C = 9.0, Acc = 0.86, Train time = 0.0320000648499
Gamma = 2, C = 1.0, Acc = 0.82, Train time = 0.0309998989105
Gamma = 2, C = 2.0, Acc = 0.83, Train time = 0.0310001373291
Gamma = 2, C = 3.0, Acc = 0.81, Train time = 0.0309998989105
Gamma = 2, C = 4.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 2, C = 5.0, Acc = 0.80, Train time = 0.0310001373291
Gamma = 2, C = 6.0, Acc = 0.81, Train time = 0.0309998989105
Gamma = 2, C = 7.0, Acc = 0.81, Train time = 0.0469999313354
Gamma = 2, C = 8.0, Acc = 0.81, Train time = 0.0310001373291
Gamma = 2, C = 9.0, Acc = 0.81, Train time = 0.0309998989105
Gamma = 8, C = 1.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 8, C = 2.0, Acc = 0.78, Train time = 0.0460000038147
Gamma = 8, C = 3.0, Acc = 0.78, Train time = 0.0310001373291
Gamma = 8, C = 4.0, Acc = 0.78, Train time = 0.047000169754
Gamma = 8, C = 5.0, Acc = 0.78, Train time = 0.0460000038147
Gamma = 8, C = 6.0, Acc = 0.78, Train time = 0.0309998989105
Gamma = 8, C = 7.0, Acc = 0.78, Train time = 0.0469999313354
Gamma = 8, C = 8.0, Acc = 0.78, Train time = 0.0460000038147
Gamma = 8, C = 9.0, Acc = 0.78, Train time = 0.0469999313354
Gamma = 32, C = 1.0, Acc = 0.74, Train time = 0.047000169754
Gamma = 32, C = 2.0, Acc = 0.74, Train time = 0.0469999313354
Gamma = 32, C = 3.0, Acc = 0.74, Train time = 0.0460000038147
Gamma = 32, C = 4.0, Acc = 0.74, Train time = 0.0629999637604
Gamma = 32, C = 5.0, Acc = 0.74, Train time = 0.047000169754
Gamma = 32, C = 6.0, Acc = 0.74, Train time = 0.047000169754
Gamma = 32, C = 7.0, Acc = 0.74, Train time = 0.0460000038147
Gamma = 32, C = 8.0, Acc = 0.74, Train time = 0.063000202179
Gamma = 32, C = 9.0, Acc = 0.74, Train time = 0.0469999313354
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.75, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.76, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.79, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.79, Train time = 0.0149998664856
Gamma = 0.03125, C = 5.0, Acc = 0.79, Train time = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 0.80, Train time = 0.0159997940063
Gamma = 0.03125, C = 7.0, Acc = 0.81, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 0.82, Train time = 0.0629999637604
Gamma = 0.03125, C = 9.0, Acc = 0.81, Train time = 0.0309998989105
Gamma = 0.125, C = 1.0, Acc = 0.79, Train time = 0.0310001373291
Gamma = 0.125, C = 2.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.80, Train time = 0.0149998664856
Gamma = 0.125, C = 4.0, Acc = 0.81, Train time = 0.0150001049042
Gamma = 0.125, C = 5.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.82, Train time = 0.0150001049042
Gamma = 0.125, C = 7.0, Acc = 0.82, Train time = 0.0309998989105
Gamma = 0.125, C = 8.0, Acc = 0.83, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 0.83, Train time = 0.0310001373291
Gamma = 0.5, C = 1.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.84, Train time = 0.0310001373291
Gamma = 0.5, C = 6.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 0.84, Train time = 0.0309998989105
Gamma = 0.5, C = 9.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.79, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.81, Train time = 0.0309998989105
Gamma = 2, C = 4.0, Acc = 0.82, Train time = 0.0310001373291
Gamma = 2, C = 5.0, Acc = 0.84, Train time = 0.0469999313354
Gamma = 2, C = 6.0, Acc = 0.84, Train time = 0.0469999313354
Gamma = 2, C = 7.0, Acc = 0.83, Train time = 0.0310001373291
Gamma = 2, C = 8.0, Acc = 0.84, Train time = 0.0469999313354
Gamma = 2, C = 9.0, Acc = 0.85, Train time = 0.0309998989105
Gamma = 8, C = 1.0, Acc = 0.77, Train time = 0.0320000648499
Gamma = 8, C = 2.0, Acc = 0.77, Train time = 0.047000169754
Gamma = 8, C = 3.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 8, C = 4.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 8, C = 5.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 8, C = 6.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 8, C = 7.0, Acc = 0.77, Train time = 0.0320000648499
Gamma = 8, C = 8.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 8, C = 9.0, Acc = 0.77, Train time = 0.047000169754
Gamma = 32, C = 1.0, Acc = 0.75, Train time = 0.0620000362396
Gamma = 32, C = 2.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 3.0, Acc = 0.75, Train time = 0.0460000038147
Gamma = 32, C = 4.0, Acc = 0.75, Train time = 0.0629999637604
Gamma = 32, C = 5.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 6.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 7.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 8.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 9.0, Acc = 0.75, Train time = 0.0629999637604
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.81, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.0159997940063
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.96, Train time = 0.0149998664856
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 = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 0.125, C = 6.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.125, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.125, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 0.98, 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 = 0.0149998664856
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
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 = 0.99, Train time = 0.0310001373291
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0320000648499
Gamma = 8, C = 1.0, Acc = 0.88, Train time = 0.0460000038147
Gamma = 8, C = 2.0, Acc = 0.90, Train time = 0.0469999313354
Gamma = 8, C = 3.0, Acc = 0.90, Train time = 0.0310001373291
Gamma = 8, C = 4.0, Acc = 0.90, Train time = 0.0460000038147
Gamma = 8, C = 5.0, Acc = 0.90, Train time = 0.047000169754
Gamma = 8, C = 6.0, Acc = 0.90, Train time = 0.0469999313354
Gamma = 8, C = 7.0, Acc = 0.90, Train time = 0.0460000038147
Gamma = 8, C = 8.0, Acc = 0.90, Train time = 0.0469999313354
Gamma = 8, C = 9.0, Acc = 0.90, Train time = 0.0469999313354
Gamma = 32, C = 1.0, Acc = 0.75, Train time = 0.0460000038147
Gamma = 32, C = 2.0, Acc = 0.77, Train time = 0.047000169754
Gamma = 32, C = 3.0, Acc = 0.77, Train time = 0.0620000362396
Gamma = 32, C = 4.0, Acc = 0.77, Train time = 0.047000169754
Gamma = 32, C = 5.0, Acc = 0.77, Train time = 0.0460000038147
Gamma = 32, C = 6.0, Acc = 0.77, Train time = 0.063000202179
Gamma = 32, C = 7.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 8.0, Acc = 0.77, Train time = 0.047000169754
Gamma = 32, C = 9.0, Acc = 0.77, Train time = 0.0460000038147
TRAINING CLASS 4:
Gamma = 0.03125, C = 1.0, Acc = 0.87, Train time = 0.0159997940063
Gamma = 0.03125, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 4.0, Acc = 0.98, 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 = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 0.125, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 0.125, C = 5.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 0.98, Train time = 0.0150001049042
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 = 0.98, 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 = 0.0149998664856
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0160000324249
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 = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0160000324249
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 = 0.0309998989105
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 2, C = 8.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 8, C = 1.0, Acc = 0.81, Train time = 0.0469999313354
Gamma = 8, C = 2.0, Acc = 0.86, Train time = 0.0460000038147
Gamma = 8, C = 3.0, Acc = 0.86, Train time = 0.0469999313354
Gamma = 8, C = 4.0, Acc = 0.86, Train time = 0.0469999313354
Gamma = 8, C = 5.0, Acc = 0.86, Train time = 0.0460000038147
Gamma = 8, C = 6.0, Acc = 0.86, Train time = 0.047000169754
Gamma = 8, C = 7.0, Acc = 0.86, Train time = 0.0469999313354
Gamma = 8, C = 8.0, Acc = 0.86, Train time = 0.0460000038147
Gamma = 8, C = 9.0, Acc = 0.86, Train time = 0.0469999313354
Gamma = 32, C = 1.0, Acc = 0.77, Train time = 0.0629999637604
Gamma = 32, C = 2.0, Acc = 0.77, Train time = 0.0620000362396
Gamma = 32, C = 3.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 4.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 5.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 6.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 7.0, Acc = 0.77, Train time = 0.0460000038147
Gamma = 32, C = 8.0, Acc = 0.77, Train time = 0.0629999637604
Gamma = 32, C = 9.0, Acc = 0.77, Train time = 0.0620000362396
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.74, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.74, Train time = 0.0319998264313
Gamma = 0.03125, C = 3.0, Acc = 0.74, Train time = 0.0150001049042
Gamma = 0.03125, C = 4.0, Acc = 0.75, Train time = 0.0309998989105
Gamma = 0.03125, C = 5.0, Acc = 0.76, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.77, Train time = 0.0310001373291
Gamma = 0.03125, C = 7.0, Acc = 0.78, Train time = 0.0159997940063
Gamma = 0.03125, C = 8.0, Acc = 0.78, Train time = 0.0310001373291
Gamma = 0.03125, C = 9.0, Acc = 0.78, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.78, Train time = 0.0309998989105
Gamma = 0.125, C = 2.0, Acc = 0.79, Train time = 0.0150001049042
Gamma = 0.125, C = 3.0, Acc = 0.79, Train time = 0.0159997940063
Gamma = 0.125, C = 4.0, Acc = 0.82, Train time = 0.0150001049042
Gamma = 0.125, C = 5.0, Acc = 0.81, Train time = 0.0149998664856
Gamma = 0.125, C = 6.0, Acc = 0.80, Train time = 0.0320000648499
Gamma = 0.125, C = 7.0, Acc = 0.80, Train time = 0.0150001049042
Gamma = 0.125, C = 8.0, Acc = 0.81, Train time = 0.0309998989105
Gamma = 0.125, C = 9.0, Acc = 0.81, Train time = 0.0320000648499
Gamma = 0.5, C = 1.0, Acc = 0.78, Train time = 0.0149998664856
Gamma = 0.5, C = 2.0, Acc = 0.81, Train time = 0.0150001049042
Gamma = 0.5, C = 3.0, Acc = 0.82, Train time = 0.0320000648499
Gamma = 0.5, C = 4.0, Acc = 0.80, Train time = 0.0149998664856
Gamma = 0.5, C = 5.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 0.5, C = 6.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 0.82, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 0.81, Train time = 0.0309998989105
Gamma = 0.5, C = 9.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.80, Train time = 0.0149998664856
Gamma = 2, C = 2.0, Acc = 0.80, Train time = 0.0310001373291
Gamma = 2, C = 3.0, Acc = 0.80, Train time = 0.0320000648499
Gamma = 2, C = 4.0, Acc = 0.81, Train time = 0.0309998989105
Gamma = 2, C = 5.0, Acc = 0.80, Train time = 0.0319998264313
Gamma = 2, C = 6.0, Acc = 0.80, Train time = 0.0310001373291
Gamma = 2, C = 7.0, Acc = 0.80, Train time = 0.0320000648499
Gamma = 2, C = 8.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 2, C = 9.0, Acc = 0.80, Train time = 0.0320000648499
Gamma = 8, C = 1.0, Acc = 0.75, Train time = 0.0460000038147
Gamma = 8, C = 2.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 3.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 4.0, Acc = 0.76, Train time = 0.0460000038147
Gamma = 8, C = 5.0, Acc = 0.76, Train time = 0.0309998989105
Gamma = 8, C = 6.0, Acc = 0.76, Train time = 0.047000169754
Gamma = 8, C = 7.0, Acc = 0.76, Train time = 0.0460000038147
Gamma = 8, C = 8.0, Acc = 0.76, Train time = 0.0310001373291
Gamma = 8, C = 9.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 1.0, Acc = 0.74, Train time = 0.0460000038147
Gamma = 32, C = 2.0, Acc = 0.74, Train time = 0.0620000362396
Gamma = 32, C = 3.0, Acc = 0.74, Train time = 0.0629999637604
Gamma = 32, C = 4.0, Acc = 0.74, Train time = 0.0620000362396
Gamma = 32, C = 5.0, Acc = 0.74, Train time = 0.0469999313354
Gamma = 32, C = 6.0, Acc = 0.74, Train time = 0.0460000038147
Gamma = 32, C = 7.0, Acc = 0.74, Train time = 0.0469999313354
Gamma = 32, C = 8.0, Acc = 0.74, Train time = 0.0620000362396
Gamma = 32, C = 9.0, Acc = 0.74, Train time = 0.0629999637604
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.75, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.78, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.78, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 0.03125, C = 5.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.81, Train time = 0.0310001373291
Gamma = 0.03125, C = 7.0, Acc = 0.81, Train time = 0.0159997940063
Gamma = 0.03125, C = 8.0, Acc = 0.80, Train time = 0.0310001373291
Gamma = 0.03125, C = 9.0, Acc = 0.81, Train time = 0.0149998664856
Gamma = 0.125, C = 1.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.82, Train time = 0.0150001049042
Gamma = 0.125, C = 3.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 0.79, Train time = 0.0150001049042
Gamma = 0.125, C = 8.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 0.80, Train time = 0.0149998664856
Gamma = 0.5, C = 1.0, Acc = 0.82, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 0.81, Train time = 0.0159997940063
Gamma = 0.5, C = 3.0, Acc = 0.80, Train time = 0.0150001049042
Gamma = 0.5, C = 4.0, Acc = 0.81, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.81, Train time = 0.0310001373291
Gamma = 0.5, C = 7.0, Acc = 0.82, Train time = 0.0159997940063
Gamma = 0.5, C = 8.0, Acc = 0.83, Train time = 0.0310001373291
Gamma = 0.5, C = 9.0, Acc = 0.84, Train time = 0.0309998989105
Gamma = 2, C = 1.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.80, Train time = 0.0319998264313
Gamma = 2, C = 3.0, Acc = 0.80, Train time = 0.0150001049042
Gamma = 2, C = 4.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 2, C = 5.0, Acc = 0.80, Train time = 0.0310001373291
Gamma = 2, C = 6.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 2, C = 7.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 2, C = 8.0, Acc = 0.81, Train time = 0.0310001373291
Gamma = 2, C = 9.0, Acc = 0.81, Train time = 0.0469999313354
Gamma = 8, C = 1.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 2.0, Acc = 0.76, Train time = 0.0460000038147
Gamma = 8, C = 3.0, Acc = 0.76, Train time = 0.047000169754
Gamma = 8, C = 4.0, Acc = 0.76, Train time = 0.047000169754
Gamma = 8, C = 5.0, Acc = 0.76, Train time = 0.0460000038147
Gamma = 8, C = 6.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 7.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 8.0, Acc = 0.76, Train time = 0.0460000038147
Gamma = 8, C = 9.0, Acc = 0.76, Train time = 0.0309998989105
Gamma = 32, C = 1.0, Acc = 0.75, Train time = 0.047000169754
Gamma = 32, C = 2.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 3.0, Acc = 0.75, Train time = 0.047000169754
Gamma = 32, C = 4.0, Acc = 0.75, Train time = 0.047000169754
Gamma = 32, C = 5.0, Acc = 0.75, Train time = 0.047000169754
Gamma = 32, C = 6.0, Acc = 0.75, Train time = 0.0620000362396
Gamma = 32, C = 7.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 8.0, Acc = 0.75, Train time = 0.047000169754
Gamma = 32, C = 9.0, Acc = 0.75, Train time = 0.0629999637604
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.82, Train time = 0.0149998664856
Gamma = 0.03125, C = 2.0, Acc = 0.92, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.97, 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 = 0.0159997940063
Gamma = 0.03125, C = 8.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.125, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 0.125, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.98, Train time = 0.0150001049042
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 = 0.98, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 5.0, Acc = 0.97, Train time = 0.0
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0150001049042
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 = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0149998664856
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 = 0.0310001373291
Gamma = 2, C = 9.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.85, Train time = 0.0469999313354
Gamma = 8, C = 2.0, Acc = 0.86, Train time = 0.0469999313354
Gamma = 8, C = 3.0, Acc = 0.86, Train time = 0.0469999313354
Gamma = 8, C = 4.0, Acc = 0.86, Train time = 0.0469999313354
Gamma = 8, C = 5.0, Acc = 0.86, Train time = 0.0320000648499
Gamma = 8, C = 6.0, Acc = 0.86, Train time = 0.047000169754
Gamma = 8, C = 7.0, Acc = 0.86, Train time = 0.0469999313354
Gamma = 8, C = 8.0, Acc = 0.86, Train time = 0.047000169754
Gamma = 8, C = 9.0, Acc = 0.86, Train time = 0.0469999313354
Gamma = 32, C = 1.0, Acc = 0.75, Train time = 0.0620000362396
Gamma = 32, C = 2.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 3.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 4.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 5.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 6.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 7.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 8.0, Acc = 0.76, Train time = 0.0460000038147
Gamma = 32, C = 9.0, Acc = 0.76, Train time = 0.0469999313354
TRAINING CLASS 4:
Gamma = 0.03125, C = 1.0, Acc = 0.86, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.92, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.95, Train time = 0.0159997940063
Gamma = 0.03125, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 0.125, C = 1.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.95, Train time = 0.0149998664856
Gamma = 0.125, C = 3.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 0.96, Train time = 0.0150001049042
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 = 0.95, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.5, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
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 = 0.96, Train time = 0.0310001373291
Gamma = 2, C = 2.0, Acc = 0.96, Train time = 0.0159997940063
Gamma = 2, C = 3.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 2, C = 4.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 2, C = 5.0, Acc = 0.96, 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 = 0.0309998989105
Gamma = 2, C = 8.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 9.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 8, C = 1.0, Acc = 0.85, Train time = 0.047000169754
Gamma = 8, C = 2.0, Acc = 0.86, Train time = 0.0469999313354
Gamma = 8, C = 3.0, Acc = 0.86, Train time = 0.047000169754
Gamma = 8, C = 4.0, Acc = 0.86, Train time = 0.0469999313354
Gamma = 8, C = 5.0, Acc = 0.86, Train time = 0.0469999313354
Gamma = 8, C = 6.0, Acc = 0.86, Train time = 0.0469999313354
Gamma = 8, C = 7.0, Acc = 0.86, Train time = 0.0469999313354
Gamma = 8, C = 8.0, Acc = 0.86, Train time = 0.047000169754
Gamma = 8, C = 9.0, Acc = 0.86, Train time = 0.0320000648499
Gamma = 32, C = 1.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 2.0, Acc = 0.76, Train time = 0.0460000038147
Gamma = 32, C = 3.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 4.0, Acc = 0.76, Train time = 0.047000169754
Gamma = 32, C = 5.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 6.0, Acc = 0.76, Train time = 0.047000169754
Gamma = 32, C = 7.0, Acc = 0.76, Train time = 0.0460000038147
Gamma = 32, C = 8.0, Acc = 0.76, Train time = 0.047000169754
Gamma = 32, C = 9.0, Acc = 0.76, Train time = 0.047000169754
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.74, Train time = 0.0310001373291
Gamma = 0.03125, C = 2.0, Acc = 0.74, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.74, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.71, Train time = 0.0150001049042
Gamma = 0.03125, C = 5.0, Acc = 0.72, Train time = 0.0159997940063
Gamma = 0.03125, C = 6.0, Acc = 0.72, Train time = 0.0150001049042
Gamma = 0.03125, C = 7.0, Acc = 0.73, Train time = 0.0149998664856
Gamma = 0.03125, C = 8.0, Acc = 0.74, Train time = 0.0320000648499
Gamma = 0.03125, C = 9.0, Acc = 0.75, Train time = 0.0150001049042
Gamma = 0.125, C = 1.0, Acc = 0.72, Train time = 0.0309998989105
Gamma = 0.125, C = 2.0, Acc = 0.73, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.76, Train time = 0.0149998664856
Gamma = 0.125, C = 4.0, Acc = 0.75, Train time = 0.0310001373291
Gamma = 0.125, C = 5.0, Acc = 0.75, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.76, Train time = 0.0309998989105
Gamma = 0.125, C = 7.0, Acc = 0.75, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.77, Train time = 0.0159997940063
Gamma = 0.125, C = 9.0, Acc = 0.78, Train time = 0.0310001373291
Gamma = 0.5, C = 1.0, Acc = 0.76, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.78, Train time = 0.0150001049042
Gamma = 0.5, C = 4.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 0.5, C = 5.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.80, Train time = 0.0149998664856
Gamma = 0.5, C = 7.0, Acc = 0.81, Train time = 0.0310001373291
Gamma = 0.5, C = 8.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.82, Train time = 0.0150001049042
Gamma = 2, C = 1.0, Acc = 0.78, Train time = 0.0309998989105
Gamma = 2, C = 2.0, Acc = 0.82, Train time = 0.0320000648499
Gamma = 2, C = 3.0, Acc = 0.79, Train time = 0.0310001373291
Gamma = 2, C = 4.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 2, C = 5.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 2, C = 6.0, Acc = 0.80, Train time = 0.047000169754
Gamma = 2, C = 7.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 2, C = 8.0, Acc = 0.80, Train time = 0.0469999313354
Gamma = 2, C = 9.0, Acc = 0.80, Train time = 0.0310001373291
Gamma = 8, C = 1.0, Acc = 0.74, Train time = 0.0320000648499
Gamma = 8, C = 2.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 3.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 4.0, Acc = 0.76, Train time = 0.0319998264313
Gamma = 8, C = 5.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 6.0, Acc = 0.76, Train time = 0.047000169754
Gamma = 8, C = 7.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 8.0, Acc = 0.76, Train time = 0.047000169754
Gamma = 8, C = 9.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 1.0, Acc = 0.74, Train time = 0.0620000362396
Gamma = 32, C = 2.0, Acc = 0.74, Train time = 0.0629999637604
Gamma = 32, C = 3.0, Acc = 0.74, Train time = 0.0460000038147
Gamma = 32, C = 4.0, Acc = 0.74, Train time = 0.0469999313354
Gamma = 32, C = 5.0, Acc = 0.74, Train time = 0.0469999313354
Gamma = 32, C = 6.0, Acc = 0.74, Train time = 0.0469999313354
Gamma = 32, C = 7.0, Acc = 0.74, Train time = 0.0620000362396
Gamma = 32, C = 8.0, Acc = 0.74, Train time = 0.0469999313354
Gamma = 32, C = 9.0, Acc = 0.74, Train time = 0.0469999313354
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.75, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.76, Train time = 0.0159997940063
Gamma = 0.03125, C = 3.0, Acc = 0.78, Train time = 0.0150001049042
Gamma = 0.03125, C = 4.0, Acc = 0.79, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.80, Train time = 0.0159997940063
Gamma = 0.03125, C = 8.0, Acc = 0.80, Train time = 0.0150001049042
Gamma = 0.03125, C = 9.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.80, Train time = 0.0149998664856
Gamma = 0.125, C = 2.0, Acc = 0.80, Train time = 0.0150001049042
Gamma = 0.125, C = 3.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.81, Train time = 0.0150001049042
Gamma = 0.125, C = 5.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 0.84, Train time = 0.0149998664856
Gamma = 0.5, C = 1.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.83, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.86, Train time = 0.0310001373291
Gamma = 0.5, C = 4.0, Acc = 0.88, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.88, Train time = 0.0309998989105
Gamma = 0.5, C = 6.0, Acc = 0.88, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 0.88, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 0.88, Train time = 0.0310001373291
Gamma = 0.5, C = 9.0, Acc = 0.88, Train time = 0.0149998664856
Gamma = 2, C = 1.0, Acc = 0.80, Train time = 0.0320000648499
Gamma = 2, C = 2.0, Acc = 0.85, Train time = 0.0159997940063
Gamma = 2, C = 3.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.84, Train time = 0.0309998989105
Gamma = 2, C = 5.0, Acc = 0.84, Train time = 0.0310001373291
Gamma = 2, C = 6.0, Acc = 0.85, Train time = 0.0310001373291
Gamma = 2, C = 7.0, Acc = 0.84, Train time = 0.0469999313354
Gamma = 2, C = 8.0, Acc = 0.83, Train time = 0.0310001373291
Gamma = 2, C = 9.0, Acc = 0.83, Train time = 0.0320000648499
Gamma = 8, C = 1.0, Acc = 0.75, Train time = 0.0460000038147
Gamma = 8, C = 2.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 8, C = 3.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 8, C = 4.0, Acc = 0.77, Train time = 0.0460000038147
Gamma = 8, C = 5.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 8, C = 6.0, Acc = 0.77, Train time = 0.047000169754
Gamma = 8, C = 7.0, Acc = 0.77, Train time = 0.0460000038147
Gamma = 8, C = 8.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 8, C = 9.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 1.0, Acc = 0.75, Train time = 0.0460000038147
Gamma = 32, C = 2.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 3.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 4.0, Acc = 0.75, Train time = 0.0629999637604
Gamma = 32, C = 5.0, Acc = 0.75, Train time = 0.0460000038147
Gamma = 32, C = 6.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 7.0, Acc = 0.75, Train time = 0.047000169754
Gamma = 32, C = 8.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 9.0, Acc = 0.75, Train time = 0.0460000038147
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.90, Train time = 0.0310001373291
Gamma = 0.03125, C = 3.0, Acc = 0.92, Train time = 0.0159997940063
Gamma = 0.03125, C = 4.0, Acc = 0.93, Train time = 0.0150001049042
Gamma = 0.03125, C = 5.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 0.03125, C = 8.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 0.94, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.93, 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 = 0.96, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 0.125, C = 6.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 9.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 0.5, C = 1.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.5, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
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 = 0.0149998664856
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 2, C = 5.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0159997940063
Gamma = 8, C = 1.0, Acc = 0.87, Train time = 0.047000169754
Gamma = 8, C = 2.0, Acc = 0.89, Train time = 0.0460000038147
Gamma = 8, C = 3.0, Acc = 0.89, Train time = 0.0469999313354
Gamma = 8, C = 4.0, Acc = 0.89, Train time = 0.0469999313354
Gamma = 8, C = 5.0, Acc = 0.89, Train time = 0.0460000038147
Gamma = 8, C = 6.0, Acc = 0.89, Train time = 0.0469999313354
Gamma = 8, C = 7.0, Acc = 0.89, Train time = 0.047000169754
Gamma = 8, C = 8.0, Acc = 0.89, Train time = 0.0460000038147
Gamma = 8, C = 9.0, Acc = 0.89, Train time = 0.047000169754
Gamma = 32, C = 1.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 2.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 3.0, Acc = 0.76, Train time = 0.0620000362396
Gamma = 32, C = 4.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 5.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 6.0, Acc = 0.76, Train time = 0.0620000362396
Gamma = 32, C = 7.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 8.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 9.0, Acc = 0.76, Train time = 0.0469999313354
TRAINING CLASS 4:
Gamma = 0.03125, C = 1.0, Acc = 0.86, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.96, 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 = 0.0
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 = 0.0159997940063
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 0.96, Train time = 0.0
Gamma = 0.125, C = 5.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.125, C = 6.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 0.98, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
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 = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
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 = 0.94, Train time = 0.0320000648499
Gamma = 2, C = 2.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 2, C = 3.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 2, C = 4.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 2, C = 6.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 2, C = 7.0, Acc = 0.96, Train time = 0.0159997940063
Gamma = 2, C = 8.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.85, Train time = 0.0320000648499
Gamma = 8, C = 2.0, Acc = 0.88, Train time = 0.0469999313354
Gamma = 8, C = 3.0, Acc = 0.88, Train time = 0.0469999313354
Gamma = 8, C = 4.0, Acc = 0.88, Train time = 0.0469999313354
Gamma = 8, C = 5.0, Acc = 0.88, Train time = 0.0469999313354
Gamma = 8, C = 6.0, Acc = 0.88, Train time = 0.047000169754
Gamma = 8, C = 7.0, Acc = 0.88, Train time = 0.0469999313354
Gamma = 8, C = 8.0, Acc = 0.88, Train time = 0.047000169754
Gamma = 8, C = 9.0, Acc = 0.88, Train time = 0.0469999313354
Gamma = 32, C = 1.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 2.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 3.0, Acc = 0.77, Train time = 0.0460000038147
Gamma = 32, C = 4.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 5.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 6.0, Acc = 0.77, Train time = 0.0629999637604
Gamma = 32, C = 7.0, Acc = 0.77, Train time = 0.0620000362396
Gamma = 32, C = 8.0, Acc = 0.77, Train time = 0.0620000362396
Gamma = 32, C = 9.0, Acc = 0.77, Train time = 0.0469999313354
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.74, Train time = 0.0159997940063
Gamma = 0.03125, C = 2.0, Acc = 0.74, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.74, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.74, Train time = 0.0149998664856
Gamma = 0.03125, C = 5.0, Acc = 0.74, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.78, Train time = 0.0150001049042
Gamma = 0.03125, C = 7.0, Acc = 0.78, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 0.78, Train time = 0.0320000648499
Gamma = 0.03125, C = 9.0, Acc = 0.77, Train time = 0.0149998664856
Gamma = 0.125, C = 1.0, Acc = 0.76, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.80, Train time = 0.0150001049042
Gamma = 0.125, C = 4.0, Acc = 0.82, Train time = 0.0309998989105
Gamma = 0.125, C = 5.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.82, Train time = 0.0310001373291
Gamma = 0.125, C = 7.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.82, Train time = 0.0309998989105
Gamma = 0.125, C = 9.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.82, Train time = 0.0150001049042
Gamma = 0.5, C = 3.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.83, Train time = 0.0149998664856
Gamma = 0.5, C = 5.0, Acc = 0.82, Train time = 0.0149998664856
Gamma = 0.5, C = 6.0, Acc = 0.82, Train time = 0.0320000648499
Gamma = 0.5, C = 7.0, Acc = 0.83, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 0.82, Train time = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 0.82, Train time = 0.0320000648499
Gamma = 2, C = 1.0, Acc = 0.78, Train time = 0.0149998664856
Gamma = 2, C = 2.0, Acc = 0.78, Train time = 0.0150001049042
Gamma = 2, C = 3.0, Acc = 0.78, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.78, Train time = 0.0310001373291
Gamma = 2, C = 5.0, Acc = 0.78, Train time = 0.0319998264313
Gamma = 2, C = 6.0, Acc = 0.78, Train time = 0.0309998989105
Gamma = 2, C = 7.0, Acc = 0.78, Train time = 0.0320000648499
Gamma = 2, C = 8.0, Acc = 0.78, Train time = 0.0309998989105
Gamma = 2, C = 9.0, Acc = 0.77, Train time = 0.0320000648499
Gamma = 8, C = 1.0, Acc = 0.76, Train time = 0.0310001373291
Gamma = 8, C = 2.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 3.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 4.0, Acc = 0.76, Train time = 0.0460000038147
Gamma = 8, C = 5.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 6.0, Acc = 0.76, Train time = 0.047000169754
Gamma = 8, C = 7.0, Acc = 0.76, Train time = 0.0460000038147
Gamma = 8, C = 8.0, Acc = 0.76, Train time = 0.047000169754
Gamma = 8, C = 9.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 1.0, Acc = 0.74, Train time = 0.0620000362396
Gamma = 32, C = 2.0, Acc = 0.74, Train time = 0.0620000362396
Gamma = 32, C = 3.0, Acc = 0.74, Train time = 0.0469999313354
Gamma = 32, C = 4.0, Acc = 0.74, Train time = 0.0469999313354
Gamma = 32, C = 5.0, Acc = 0.74, Train time = 0.0469999313354
Gamma = 32, C = 6.0, Acc = 0.74, Train time = 0.0460000038147
Gamma = 32, C = 7.0, Acc = 0.74, Train time = 0.0629999637604
Gamma = 32, C = 8.0, Acc = 0.74, Train time = 0.0620000362396
Gamma = 32, C = 9.0, Acc = 0.74, Train time = 0.0469999313354
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.75, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 0.76, Train time = 0.0309998989105
Gamma = 0.03125, C = 3.0, Acc = 0.78, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.78, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.78, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.79, Train time = 0.0150001049042
Gamma = 0.03125, C = 7.0, Acc = 0.80, Train time = 0.0159997940063
Gamma = 0.03125, C = 8.0, Acc = 0.80, Train time = 0.0150001049042
Gamma = 0.03125, C = 9.0, Acc = 0.81, Train time = 0.0309998989105
Gamma = 0.125, C = 1.0, Acc = 0.78, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.80, Train time = 0.0310001373291
Gamma = 0.125, C = 3.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 0.125, C = 5.0, Acc = 0.82, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.82, Train time = 0.0149998664856
Gamma = 0.125, C = 7.0, Acc = 0.84, Train time = 0.0150001049042
Gamma = 0.125, C = 8.0, Acc = 0.83, Train time = 0.0320000648499
Gamma = 0.125, C = 9.0, Acc = 0.82, Train time = 0.0149998664856
Gamma = 0.5, C = 1.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.82, Train time = 0.0159997940063
Gamma = 0.5, C = 3.0, Acc = 0.84, Train time = 0.0310001373291
Gamma = 0.5, C = 4.0, Acc = 0.83, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.83, Train time = 0.0309998989105
Gamma = 0.5, C = 6.0, Acc = 0.83, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 0.84, Train time = 0.0159997940063
Gamma = 0.5, C = 8.0, Acc = 0.84, Train time = 0.0310001373291
Gamma = 0.5, C = 9.0, Acc = 0.85, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 2, C = 2.0, Acc = 0.78, Train time = 0.0310001373291
Gamma = 2, C = 3.0, Acc = 0.81, Train time = 0.0309998989105
Gamma = 2, C = 4.0, Acc = 0.81, Train time = 0.0469999313354
Gamma = 2, C = 5.0, Acc = 0.80, Train time = 0.0310001373291
Gamma = 2, C = 6.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 2, C = 7.0, Acc = 0.79, Train time = 0.0309998989105
Gamma = 2, C = 8.0, Acc = 0.79, Train time = 0.0310001373291
Gamma = 2, C = 9.0, Acc = 0.80, Train time = 0.0469999313354
Gamma = 8, C = 1.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 8, C = 2.0, Acc = 0.76, Train time = 0.0460000038147
Gamma = 8, C = 3.0, Acc = 0.76, Train time = 0.047000169754
Gamma = 8, C = 4.0, Acc = 0.76, Train time = 0.047000169754
Gamma = 8, C = 5.0, Acc = 0.76, Train time = 0.0460000038147
Gamma = 8, C = 6.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 7.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 8.0, Acc = 0.76, Train time = 0.0460000038147
Gamma = 8, C = 9.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 32, C = 1.0, Acc = 0.75, Train time = 0.047000169754
Gamma = 32, C = 2.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 3.0, Acc = 0.75, Train time = 0.0620000362396
Gamma = 32, C = 4.0, Acc = 0.75, Train time = 0.047000169754
Gamma = 32, C = 5.0, Acc = 0.75, Train time = 0.047000169754
Gamma = 32, C = 6.0, Acc = 0.75, Train time = 0.0620000362396
Gamma = 32, C = 7.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 8.0, Acc = 0.75, Train time = 0.047000169754
Gamma = 32, C = 9.0, Acc = 0.75, Train time = 0.077999830246
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.76, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.91, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.0159997940063
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.0150001049042
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 = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
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 = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.98, Train time = 0.0159997940063
Gamma = 0.5, C = 4.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 0.5, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
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 = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 2, C = 9.0, Acc = 0.98, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.90, Train time = 0.0469999313354
Gamma = 8, C = 2.0, Acc = 0.91, Train time = 0.0309998989105
Gamma = 8, C = 3.0, Acc = 0.91, Train time = 0.0460000038147
Gamma = 8, C = 4.0, Acc = 0.91, Train time = 0.0469999313354
Gamma = 8, C = 5.0, Acc = 0.91, Train time = 0.0469999313354
Gamma = 8, C = 6.0, Acc = 0.91, Train time = 0.0460000038147
Gamma = 8, C = 7.0, Acc = 0.91, Train time = 0.063000202179
Gamma = 8, C = 8.0, Acc = 0.91, Train time = 0.0469999313354
Gamma = 8, C = 9.0, Acc = 0.91, Train time = 0.0460000038147
Gamma = 32, C = 1.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 2.0, Acc = 0.78, Train time = 0.0469999313354
Gamma = 32, C = 3.0, Acc = 0.78, Train time = 0.0469999313354
Gamma = 32, C = 4.0, Acc = 0.78, Train time = 0.0620000362396
Gamma = 32, C = 5.0, Acc = 0.78, Train time = 0.0469999313354
Gamma = 32, C = 6.0, Acc = 0.78, Train time = 0.0469999313354
Gamma = 32, C = 7.0, Acc = 0.78, Train time = 0.0460000038147
Gamma = 32, C = 8.0, Acc = 0.78, Train time = 0.047000169754
Gamma = 32, C = 9.0, Acc = 0.78, Train time = 0.0469999313354
TRAINING CLASS 4:
Gamma = 0.03125, C = 1.0, Acc = 0.89, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.93, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 0.03125, C = 6.0, Acc = 0.93, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.93, Train time = 0.0149998664856
Gamma = 0.03125, C = 8.0, Acc = 0.93, Train time = 0.0
Gamma = 0.03125, C = 9.0, Acc = 0.93, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.94, Train time = 0.0150001049042
Gamma = 0.125, C = 3.0, Acc = 0.94, Train time = 0.0160000324249
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 = 0.97, 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 = 0.95, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.5, C = 3.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0149998664856
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 = 0.0159997940063
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 3.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 8, C = 1.0, Acc = 0.85, Train time = 0.0629999637604
Gamma = 8, C = 2.0, Acc = 0.88, Train time = 0.0469999313354
Gamma = 8, C = 3.0, Acc = 0.88, Train time = 0.0460000038147
Gamma = 8, C = 4.0, Acc = 0.88, Train time = 0.0469999313354
Gamma = 8, C = 5.0, Acc = 0.88, Train time = 0.047000169754
Gamma = 8, C = 6.0, Acc = 0.88, Train time = 0.0310001373291
Gamma = 8, C = 7.0, Acc = 0.88, Train time = 0.047000169754
Gamma = 8, C = 8.0, Acc = 0.88, Train time = 0.0469999313354
Gamma = 8, C = 9.0, Acc = 0.88, Train time = 0.0460000038147
Gamma = 32, C = 1.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 2.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 3.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 4.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 5.0, Acc = 0.77, Train time = 0.0460000038147
Gamma = 32, C = 6.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 7.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 8.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 9.0, Acc = 0.77, Train time = 0.0469999313354
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.74, Train time = 0.0149998664856
Gamma = 0.03125, C = 2.0, Acc = 0.74, Train time = 0.0150001049042
Gamma = 0.03125, C = 3.0, Acc = 0.75, Train time = 0.0319998264313
Gamma = 0.03125, C = 4.0, Acc = 0.76, Train time = 0.0150001049042
Gamma = 0.03125, C = 5.0, Acc = 0.76, Train time = 0.0309998989105
Gamma = 0.03125, C = 6.0, Acc = 0.77, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.75, Train time = 0.0310001373291
Gamma = 0.03125, C = 8.0, Acc = 0.76, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 0.76, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.75, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 0.76, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.77, Train time = 0.0310001373291
Gamma = 0.125, C = 4.0, Acc = 0.77, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.77, Train time = 0.0309998989105
Gamma = 0.125, C = 6.0, Acc = 0.79, Train time = 0.0150001049042
Gamma = 0.125, C = 7.0, Acc = 0.79, Train time = 0.0319998264313
Gamma = 0.125, C = 8.0, Acc = 0.79, Train time = 0.0150001049042
Gamma = 0.125, C = 9.0, Acc = 0.77, Train time = 0.0309998989105
Gamma = 0.5, C = 1.0, Acc = 0.77, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.78, Train time = 0.0310001373291
Gamma = 0.5, C = 3.0, Acc = 0.76, Train time = 0.0159997940063
Gamma = 0.5, C = 4.0, Acc = 0.76, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 0.75, Train time = 0.0309998989105
Gamma = 0.5, C = 6.0, Acc = 0.75, Train time = 0.0310001373291
Gamma = 0.5, C = 7.0, Acc = 0.76, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 0.75, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 0.74, Train time = 0.0309998989105
Gamma = 2, C = 1.0, Acc = 0.79, Train time = 0.0320000648499
Gamma = 2, C = 2.0, Acc = 0.77, Train time = 0.0310001373291
Gamma = 2, C = 3.0, Acc = 0.77, Train time = 0.0309998989105
Gamma = 2, C = 4.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 2, C = 5.0, Acc = 0.77, Train time = 0.0310001373291
Gamma = 2, C = 6.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 2, C = 7.0, Acc = 0.78, Train time = 0.0309998989105
Gamma = 2, C = 8.0, Acc = 0.77, Train time = 0.0310001373291
Gamma = 2, C = 9.0, Acc = 0.78, Train time = 0.0469999313354
Gamma = 8, C = 1.0, Acc = 0.73, Train time = 0.0309998989105
Gamma = 8, C = 2.0, Acc = 0.74, Train time = 0.0469999313354
Gamma = 8, C = 3.0, Acc = 0.74, Train time = 0.047000169754
Gamma = 8, C = 4.0, Acc = 0.74, Train time = 0.0460000038147
Gamma = 8, C = 5.0, Acc = 0.74, Train time = 0.047000169754
Gamma = 8, C = 6.0, Acc = 0.74, Train time = 0.0469999313354
Gamma = 8, C = 7.0, Acc = 0.74, Train time = 0.0460000038147
Gamma = 8, C = 8.0, Acc = 0.74, Train time = 0.0469999313354
Gamma = 8, C = 9.0, Acc = 0.74, Train time = 0.0469999313354
Gamma = 32, C = 1.0, Acc = 0.74, Train time = 0.0460000038147
Gamma = 32, C = 2.0, Acc = 0.74, Train time = 0.0629999637604
Gamma = 32, C = 3.0, Acc = 0.74, Train time = 0.0620000362396
Gamma = 32, C = 4.0, Acc = 0.74, Train time = 0.047000169754
Gamma = 32, C = 5.0, Acc = 0.74, Train time = 0.0460000038147
Gamma = 32, C = 6.0, Acc = 0.74, Train time = 0.047000169754
Gamma = 32, C = 7.0, Acc = 0.74, Train time = 0.061999797821
Gamma = 32, C = 8.0, Acc = 0.74, Train time = 0.063000202179
Gamma = 32, C = 9.0, Acc = 0.74, Train time = 0.0460000038147
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 0.75, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.75, Train time = 0.0310001373291
Gamma = 0.03125, C = 3.0, Acc = 0.75, Train time = 0.0149998664856
Gamma = 0.03125, C = 4.0, Acc = 0.78, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.78, Train time = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 0.78, Train time = 0.0159997940063
Gamma = 0.03125, C = 7.0, Acc = 0.78, Train time = 0.0310001373291
Gamma = 0.03125, C = 8.0, Acc = 0.77, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 0.77, Train time = 0.0309998989105
Gamma = 0.125, C = 1.0, Acc = 0.76, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.78, Train time = 0.0319998264313
Gamma = 0.125, C = 3.0, Acc = 0.77, Train time = 0.0150001049042
Gamma = 0.125, C = 4.0, Acc = 0.76, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.75, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 0.77, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 0.78, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 0.79, Train time = 0.0149998664856
Gamma = 0.125, C = 9.0, Acc = 0.78, Train time = 0.0320000648499
Gamma = 0.5, C = 1.0, Acc = 0.76, Train time = 0.0149998664856
Gamma = 0.5, C = 2.0, Acc = 0.74, Train time = 0.0310001373291
Gamma = 0.5, C = 3.0, Acc = 0.74, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 0.76, Train time = 0.0149998664856
Gamma = 0.5, C = 5.0, Acc = 0.77, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 0.77, Train time = 0.0159997940063
Gamma = 0.5, C = 7.0, Acc = 0.79, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 0.80, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 0.79, Train time = 0.0309998989105
Gamma = 2, C = 1.0, Acc = 0.74, Train time = 0.0160000324249
Gamma = 2, C = 2.0, Acc = 0.76, Train time = 0.0159997940063
Gamma = 2, C = 3.0, Acc = 0.77, Train time = 0.0160000324249
Gamma = 2, C = 4.0, Acc = 0.77, Train time = 0.0149998664856
Gamma = 2, C = 5.0, Acc = 0.77, Train time = 0.0310001373291
Gamma = 2, C = 6.0, Acc = 0.78, Train time = 0.0469999313354
Gamma = 2, C = 7.0, Acc = 0.79, Train time = 0.0309998989105
Gamma = 2, C = 8.0, Acc = 0.79, Train time = 0.0310001373291
Gamma = 2, C = 9.0, Acc = 0.80, Train time = 0.0309998989105
Gamma = 8, C = 1.0, Acc = 0.76, Train time = 0.0309998989105
Gamma = 8, C = 2.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 3.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 4.0, Acc = 0.76, Train time = 0.0310001373291
Gamma = 8, C = 5.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 6.0, Acc = 0.76, Train time = 0.047000169754
Gamma = 8, C = 7.0, Acc = 0.76, Train time = 0.0460000038147
Gamma = 8, C = 8.0, Acc = 0.76, Train time = 0.0469999313354
Gamma = 8, C = 9.0, Acc = 0.76, Train time = 0.0629999637604
Gamma = 32, C = 1.0, Acc = 0.75, Train time = 0.0620000362396
Gamma = 32, C = 2.0, Acc = 0.75, Train time = 0.0620000362396
Gamma = 32, C = 3.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 4.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 5.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 6.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 7.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 8.0, Acc = 0.75, Train time = 0.0469999313354
Gamma = 32, C = 9.0, Acc = 0.75, Train time = 0.0620000362396
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.79, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.93, Train time = 0.0159997940063
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 0.125, C = 1.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.125, C = 4.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 0.98, Train time = 0.0160000324249
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 = 0.0149998664856
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 0.98, Train time = 0.0149998664856
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 = 0.98, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 0.98, Train time = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 0.98, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.95, 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 = 0.0150001049042
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0159997940063
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 8, C = 1.0, Acc = 0.88, Train time = 0.0460000038147
Gamma = 8, C = 2.0, Acc = 0.87, Train time = 0.0469999313354
Gamma = 8, C = 3.0, Acc = 0.87, Train time = 0.0309998989105
Gamma = 8, C = 4.0, Acc = 0.87, Train time = 0.0460000038147
Gamma = 8, C = 5.0, Acc = 0.87, Train time = 0.0469999313354
Gamma = 8, C = 6.0, Acc = 0.87, Train time = 0.047000169754
Gamma = 8, C = 7.0, Acc = 0.87, Train time = 0.0460000038147
Gamma = 8, C = 8.0, Acc = 0.87, Train time = 0.047000169754
Gamma = 8, C = 9.0, Acc = 0.87, Train time = 0.0469999313354
Gamma = 32, C = 1.0, Acc = 0.75, Train time = 0.0620000362396
Gamma = 32, C = 2.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 3.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 4.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 5.0, Acc = 0.77, Train time = 0.0460000038147
Gamma = 32, C = 6.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 7.0, Acc = 0.77, Train time = 0.047000169754
Gamma = 32, C = 8.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 9.0, Acc = 0.77, Train time = 0.047000169754
TRAINING CLASS 4:
Gamma = 0.03125, C = 1.0, Acc = 0.84, Train time = 0.0160000324249
Gamma = 0.03125, C = 2.0, Acc = 0.94, Train time = 0.0160000324249
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0159997940063
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0149998664856
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0150001049042
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0160000324249
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 = 0.0150001049042
Gamma = 0.125, C = 6.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 0.99, Train time = 0.0149998664856
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 = 0.98, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 0.98, Train time = 0.0150001049042
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 = 0.99, 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 = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.95, 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 = 0.0309998989105
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0150001049042
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0319998264313
Gamma = 2, C = 6.0, Acc = 0.96, Train time = 0.0150001049042
Gamma = 2, C = 7.0, Acc = 0.96, Train time = 0.0149998664856
Gamma = 2, C = 8.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 2, C = 9.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 8, C = 1.0, Acc = 0.85, Train time = 0.047000169754
Gamma = 8, C = 2.0, Acc = 0.87, Train time = 0.0460000038147
Gamma = 8, C = 3.0, Acc = 0.87, Train time = 0.0469999313354
Gamma = 8, C = 4.0, Acc = 0.87, Train time = 0.0469999313354
Gamma = 8, C = 5.0, Acc = 0.87, Train time = 0.0460000038147
Gamma = 8, C = 6.0, Acc = 0.87, Train time = 0.0469999313354
Gamma = 8, C = 7.0, Acc = 0.87, Train time = 0.047000169754
Gamma = 8, C = 8.0, Acc = 0.87, Train time = 0.0460000038147
Gamma = 8, C = 9.0, Acc = 0.87, Train time = 0.0310001373291
Gamma = 32, C = 1.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 2.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 3.0, Acc = 0.77, Train time = 0.0460000038147
Gamma = 32, C = 4.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 5.0, Acc = 0.77, Train time = 0.047000169754
Gamma = 32, C = 6.0, Acc = 0.77, Train time = 0.0469999313354
Gamma = 32, C = 7.0, Acc = 0.77, Train time = 0.0620000362396
Gamma = 32, C = 8.0, Acc = 0.77, Train time = 0.0620000362396
Gamma = 32, C = 9.0, Acc = 0.77, Train time = 0.0629999637604
Final Result Trainning 90%======
        Acc = 0.86
        Training time = 0.0770001411438

Final Result Trainning 90%======

        Acc = 0.75
==================================================================
DATASET segment information
19 dimensions, 2310 vectors, 7 class, 330 positive, 1980 negative

==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.077999830246
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0320000648499
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.047000169754
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.047000169754
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.141000032425
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.140000104904
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.139999866486
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.141000032425
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.140000104904
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.139999866486
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.140000104904
Gamma = 32, C = 1.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.99, Train time = 0.328000068665
Gamma = 32, C = 3.0, Acc = 0.99, Train time = 0.311999797821
Gamma = 32, C = 4.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 5.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 7.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 8.0, Acc = 0.99, Train time = 0.311999797821
Gamma = 32, C = 9.0, Acc = 0.99, Train time = 0.311999797821
TRAINING CLASS 2:
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 = 0.0150001049042
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 = 0.0160000324249
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 = 0.0159997940063
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 = 0.0150001049042
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
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 = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0629999637604
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.171000003815
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.171000003815
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.171999931335
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.171000003815
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.311999797821
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.31200003624
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.311999797821
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.327999830246
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.328000068665
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.326999902725
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.31200003624
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.31200003624
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.328000068665
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.95, Train time = 0.0620000362396
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.0460000038147
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.047000169754
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.0460000038147
Gamma = 0.03125, C = 8.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 0.03125, C = 9.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.125, C = 1.0, Acc = 0.96, Train time = 0.0460000038147
Gamma = 0.125, C = 2.0, Acc = 0.96, Train time = 0.047000169754
Gamma = 0.125, C = 3.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0460000038147
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.047000169754
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0319998264313
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 0.5, C = 5.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.0460000038147
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.0780000686646
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.0629999637604
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.0629999637604
Gamma = 2, C = 5.0, Acc = 0.98, Train time = 0.0620000362396
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 8, C = 1.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.171999931335
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.171999931335
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.171999931335
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.171999931335
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.172000169754
Gamma = 32, C = 1.0, Acc = 0.95, Train time = 0.296999931335
Gamma = 32, C = 2.0, Acc = 0.95, Train time = 0.328000068665
Gamma = 32, C = 3.0, Acc = 0.95, Train time = 0.328000068665
Gamma = 32, C = 4.0, Acc = 0.95, Train time = 0.327999830246
Gamma = 32, C = 5.0, Acc = 0.95, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.95, Train time = 0.31200003624
Gamma = 32, C = 7.0, Acc = 0.95, Train time = 0.327999830246
Gamma = 32, C = 8.0, Acc = 0.95, Train time = 0.326999902725
Gamma = 32, C = 9.0, Acc = 0.95, Train time = 0.326999902725
TRAINING CLASS 4:
Gamma = 0.03125, C = 1.0, Acc = 0.90, Train time = 0.061999797821
Gamma = 0.03125, C = 2.0, Acc = 0.92, Train time = 0.0620000362396
Gamma = 0.03125, C = 3.0, Acc = 0.93, Train time = 0.0620000362396
Gamma = 0.03125, C = 4.0, Acc = 0.94, Train time = 0.0620000362396
Gamma = 0.03125, C = 5.0, Acc = 0.94, Train time = 0.0620000362396
Gamma = 0.03125, C = 6.0, Acc = 0.94, Train time = 0.0629999637604
Gamma = 0.03125, C = 7.0, Acc = 0.94, Train time = 0.0469999313354
Gamma = 0.03125, C = 8.0, Acc = 0.94, Train time = 0.0469999313354
Gamma = 0.03125, C = 9.0, Acc = 0.94, Train time = 0.0469999313354
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0460000038147
Gamma = 0.125, C = 2.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.125, C = 3.0, Acc = 0.95, Train time = 0.047000169754
Gamma = 0.125, C = 4.0, Acc = 0.95, Train time = 0.0460000038147
Gamma = 0.125, C = 5.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 0.125, C = 6.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 0.125, C = 7.0, Acc = 0.95, Train time = 0.0460000038147
Gamma = 0.125, C = 8.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.125, C = 9.0, Acc = 0.95, Train time = 0.047000169754
Gamma = 0.5, C = 1.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 0.5, C = 2.0, Acc = 0.96, Train time = 0.0320000648499
Gamma = 0.5, C = 3.0, Acc = 0.96, Train time = 0.0460000038147
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 0.5, C = 5.0, Acc = 0.97, Train time = 0.0460000038147
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0319998264313
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 8, C = 1.0, Acc = 0.95, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 8, C = 4.0, Acc = 0.96, Train time = 0.171000003815
Gamma = 8, C = 5.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 8, C = 8.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 8, C = 9.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 32, C = 1.0, Acc = 0.90, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.91, Train time = 0.343000173569
Gamma = 32, C = 3.0, Acc = 0.91, Train time = 0.327000141144
Gamma = 32, C = 4.0, Acc = 0.91, Train time = 0.328000068665
Gamma = 32, C = 5.0, Acc = 0.91, Train time = 0.327000141144
Gamma = 32, C = 6.0, Acc = 0.91, Train time = 0.327000141144
Gamma = 32, C = 7.0, Acc = 0.91, Train time = 0.328000068665
Gamma = 32, C = 8.0, Acc = 0.91, Train time = 0.327999830246
Gamma = 32, C = 9.0, Acc = 0.91, Train time = 0.311999797821
TRAINING CLASS 5:
Gamma = 0.03125, C = 1.0, Acc = 0.88, Train time = 0.0620000362396
Gamma = 0.03125, C = 2.0, Acc = 0.90, Train time = 0.0780000686646
Gamma = 0.03125, C = 3.0, Acc = 0.91, Train time = 0.0780000686646
Gamma = 0.03125, C = 4.0, Acc = 0.91, Train time = 0.0780000686646
Gamma = 0.03125, C = 5.0, Acc = 0.90, Train time = 0.061999797821
Gamma = 0.03125, C = 6.0, Acc = 0.90, Train time = 0.0620000362396
Gamma = 0.03125, C = 7.0, Acc = 0.91, Train time = 0.0620000362396
Gamma = 0.03125, C = 8.0, Acc = 0.91, Train time = 0.0620000362396
Gamma = 0.03125, C = 9.0, Acc = 0.91, Train time = 0.0620000362396
Gamma = 0.125, C = 1.0, Acc = 0.91, Train time = 0.0780000686646
Gamma = 0.125, C = 2.0, Acc = 0.91, Train time = 0.0460000038147
Gamma = 0.125, C = 3.0, Acc = 0.92, Train time = 0.0620000362396
Gamma = 0.125, C = 4.0, Acc = 0.93, Train time = 0.047000169754
Gamma = 0.125, C = 5.0, Acc = 0.93, Train time = 0.0629999637604
Gamma = 0.125, C = 6.0, Acc = 0.93, Train time = 0.0620000362396
Gamma = 0.125, C = 7.0, Acc = 0.93, Train time = 0.0620000362396
Gamma = 0.125, C = 8.0, Acc = 0.93, Train time = 0.0620000362396
Gamma = 0.125, C = 9.0, Acc = 0.93, Train time = 0.0629999637604
Gamma = 0.5, C = 1.0, Acc = 0.93, Train time = 0.063000202179
Gamma = 0.5, C = 2.0, Acc = 0.93, Train time = 0.0629999637604
Gamma = 0.5, C = 3.0, Acc = 0.95, Train time = 0.0629999637604
Gamma = 0.5, C = 4.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.5, C = 5.0, Acc = 0.95, Train time = 0.0620000362396
Gamma = 0.5, C = 6.0, Acc = 0.95, Train time = 0.0629999637604
Gamma = 0.5, C = 7.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.5, C = 8.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.5, C = 9.0, Acc = 0.96, Train time = 0.0460000038147
Gamma = 2, C = 1.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0780000686646
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0780000686646
Gamma = 2, C = 5.0, Acc = 0.98, Train time = 0.061999797821
Gamma = 2, C = 6.0, Acc = 0.98, Train time = 0.0620000362396
Gamma = 2, C = 7.0, Acc = 0.98, Train time = 0.0620000362396
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0629999637604
Gamma = 2, C = 9.0, Acc = 0.98, Train time = 0.0629999637604
Gamma = 8, C = 1.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 5.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.141000032425
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.327999830246
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.40399980545
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.316999912262
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.327000141144
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.328000068665
TRAINING CLASS 6:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0620000362396
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0319998264313
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.141000032425
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.139999866486
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 32, C = 1.0, Acc = 0.95, Train time = 0.327000141144
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.390000104904
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.31200003624
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.31200003624
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.327000141144
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.344000101089
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.31200003624
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.31200003624
TRAINING CLASS 7:
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 = 0.0149998664856
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 = 0.0150001049042
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
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 = 0.0150001049042
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0159997940063
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 = 0.0150001049042
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.202000141144
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.201999902725
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.201999902725
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.201999902725
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.201999902725
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.217000007629
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.208000183105
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.219000101089
Gamma = 32, C = 1.0, Acc = 0.93, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.34299993515
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.327000141144
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.40499997139
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.0929999351501
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0309998989105
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 = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0319998264313
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.141000032425
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.139999866486
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.140000104904
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.140000104904
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.139999866486
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.141000032425
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.141000032425
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 32, C = 1.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.327999830246
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.327000141144
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.327000141144
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.31200003624
TRAINING CLASS 2:
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 = 0.0160000324249
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 = 0.0159997940063
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 = 0.0150001049042
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 = 0.0160000324249
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 = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
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 = 0.0460000038147
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.171999931335
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.171000003815
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.326999902725
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.327000141144
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.94, Train time = 0.0469999313354
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.0460000038147
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 0.03125, C = 6.0, Acc = 0.95, Train time = 0.047000169754
Gamma = 0.03125, C = 7.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.03125, C = 8.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 0.03125, C = 9.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.125, C = 2.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 0.125, C = 3.0, Acc = 0.95, Train time = 0.0310001373291
Gamma = 0.125, C = 4.0, Acc = 0.96, Train time = 0.0310001373291
Gamma = 0.125, C = 5.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 0.125, C = 6.0, Acc = 0.96, Train time = 0.0319998264313
Gamma = 0.125, C = 7.0, Acc = 0.96, Train time = 0.0460000038147
Gamma = 0.125, C = 8.0, Acc = 0.96, Train time = 0.047000169754
Gamma = 0.125, C = 9.0, Acc = 0.96, Train time = 0.0309998989105
Gamma = 0.5, C = 1.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.5, C = 2.0, Acc = 0.96, Train time = 0.047000169754
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0459997653961
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.047000169754
Gamma = 0.5, C = 5.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 0.5, C = 8.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 0.5, C = 9.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.063000202179
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.061999797821
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.063000202179
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0629999637604
Gamma = 2, C = 9.0, Acc = 0.98, Train time = 0.0620000362396
Gamma = 8, C = 1.0, Acc = 0.95, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 0.95, Train time = 0.155999898911
Gamma = 8, C = 4.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 8, C = 5.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 8, C = 7.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 8, C = 8.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 8, C = 9.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 32, C = 1.0, Acc = 0.93, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.93, Train time = 0.31200003624
Gamma = 32, C = 3.0, Acc = 0.93, Train time = 0.327999830246
Gamma = 32, C = 4.0, Acc = 0.93, Train time = 0.328000068665
Gamma = 32, C = 5.0, Acc = 0.93, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.93, Train time = 0.31200003624
Gamma = 32, C = 7.0, Acc = 0.93, Train time = 0.31200003624
Gamma = 32, C = 8.0, Acc = 0.93, Train time = 0.327000141144
Gamma = 32, C = 9.0, Acc = 0.93, Train time = 0.326999902725
TRAINING CLASS 4:
Gamma = 0.03125, C = 1.0, Acc = 0.92, Train time = 0.0780000686646
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.0620000362396
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 0.125, C = 1.0, Acc = 0.96, Train time = 0.047000169754
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0460000038147
Gamma = 0.125, C = 3.0, Acc = 0.96, Train time = 0.047000169754
Gamma = 0.125, C = 4.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0460000038147
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.5, C = 5.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 0.5, C = 6.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 0.5, C = 7.0, Acc = 0.98, Train time = 0.0460000038147
Gamma = 0.5, C = 8.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 0.5, C = 9.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.061999797821
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.063000202179
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0620000362396
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0629999637604
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0629999637604
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0620000362396
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0460000038147
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.061999797821
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.141000032425
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.141000032425
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 32, C = 1.0, Acc = 0.90, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.91, Train time = 0.326999902725
Gamma = 32, C = 3.0, Acc = 0.91, Train time = 0.328000068665
Gamma = 32, C = 4.0, Acc = 0.91, Train time = 0.327000141144
Gamma = 32, C = 5.0, Acc = 0.91, Train time = 0.328000068665
Gamma = 32, C = 6.0, Acc = 0.91, Train time = 0.328000068665
Gamma = 32, C = 7.0, Acc = 0.91, Train time = 0.31200003624
Gamma = 32, C = 8.0, Acc = 0.91, Train time = 0.328000068665
Gamma = 32, C = 9.0, Acc = 0.91, Train time = 0.328000068665
TRAINING CLASS 5:
Gamma = 0.03125, C = 1.0, Acc = 0.89, Train time = 0.0620000362396
Gamma = 0.03125, C = 2.0, Acc = 0.91, Train time = 0.0620000362396
Gamma = 0.03125, C = 3.0, Acc = 0.92, Train time = 0.0620000362396
Gamma = 0.03125, C = 4.0, Acc = 0.93, Train time = 0.0620000362396
Gamma = 0.03125, C = 5.0, Acc = 0.92, Train time = 0.0620000362396
Gamma = 0.03125, C = 6.0, Acc = 0.92, Train time = 0.0620000362396
Gamma = 0.03125, C = 7.0, Acc = 0.92, Train time = 0.061999797821
Gamma = 0.03125, C = 8.0, Acc = 0.93, Train time = 0.0620000362396
Gamma = 0.03125, C = 9.0, Acc = 0.93, Train time = 0.0620000362396
Gamma = 0.125, C = 1.0, Acc = 0.91, Train time = 0.0620000362396
Gamma = 0.125, C = 2.0, Acc = 0.92, Train time = 0.061999797821
Gamma = 0.125, C = 3.0, Acc = 0.92, Train time = 0.0620000362396
Gamma = 0.125, C = 4.0, Acc = 0.92, Train time = 0.0629999637604
Gamma = 0.125, C = 5.0, Acc = 0.92, Train time = 0.0620000362396
Gamma = 0.125, C = 6.0, Acc = 0.92, Train time = 0.0469999313354
Gamma = 0.125, C = 7.0, Acc = 0.92, Train time = 0.0629999637604
Gamma = 0.125, C = 8.0, Acc = 0.92, Train time = 0.0620000362396
Gamma = 0.125, C = 9.0, Acc = 0.92, Train time = 0.0620000362396
Gamma = 0.5, C = 1.0, Acc = 0.91, Train time = 0.061999797821
Gamma = 0.5, C = 2.0, Acc = 0.92, Train time = 0.047000169754
Gamma = 0.5, C = 3.0, Acc = 0.93, Train time = 0.0469999313354
Gamma = 0.5, C = 4.0, Acc = 0.93, Train time = 0.047000169754
Gamma = 0.5, C = 5.0, Acc = 0.94, Train time = 0.0459997653961
Gamma = 0.5, C = 6.0, Acc = 0.94, Train time = 0.063000202179
Gamma = 0.5, C = 7.0, Acc = 0.94, Train time = 0.061999797821
Gamma = 0.5, C = 8.0, Acc = 0.94, Train time = 0.063000202179
Gamma = 0.5, C = 9.0, Acc = 0.94, Train time = 0.0460000038147
Gamma = 2, C = 1.0, Acc = 0.95, Train time = 0.0620000362396
Gamma = 2, C = 2.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 2, C = 3.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.063000202179
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 8, C = 1.0, Acc = 0.96, Train time = 0.155999898911
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.140000104904
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 3.0, Acc = 0.95, Train time = 0.327000141144
Gamma = 32, C = 4.0, Acc = 0.95, Train time = 0.31200003624
Gamma = 32, C = 5.0, Acc = 0.95, Train time = 0.328000068665
Gamma = 32, C = 6.0, Acc = 0.95, Train time = 0.328000068665
Gamma = 32, C = 7.0, Acc = 0.95, Train time = 0.328000068665
Gamma = 32, C = 8.0, Acc = 0.95, Train time = 0.311999797821
Gamma = 32, C = 9.0, Acc = 0.95, Train time = 0.311999797821
TRAINING CLASS 6:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
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 = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.139999866486
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.297000169754
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.311999797821
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.31200003624
TRAINING CLASS 7:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
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 = 0.0150001049042
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0159997940063
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 = 0.0150001049042
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 = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0319998264313
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.047000169754
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0460000038147
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0320000648499
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.139999866486
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.141000032425
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.327999830246
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.343000173569
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.338999986649
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.319000005722
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.343999862671
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0629999637604
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0620000362396
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.139999866486
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.171000003815
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.141000032425
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.140000104904
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.140000104904
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 32, C = 1.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.99, Train time = 0.371999979019
Gamma = 32, C = 3.0, Acc = 0.99, Train time = 0.343000173569
Gamma = 32, C = 4.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 5.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.99, Train time = 0.327999830246
Gamma = 32, C = 7.0, Acc = 0.99, Train time = 0.327999830246
Gamma = 32, C = 8.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 9.0, Acc = 0.99, Train time = 0.326999902725
TRAINING CLASS 2:
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 = 0.0160000324249
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 = 0.0149998664856
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 = 0.0150001049042
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 = 0.0159997940063
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 = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.172000169754
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.171999931335
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.171000003815
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.171999931335
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.18799996376
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.328000068665
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.328000068665
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.343000173569
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.358000040054
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.34299993515
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.358000040054
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.95, Train time = 0.0629999637604
Gamma = 0.03125, C = 2.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.0460000038147
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.03125, C = 5.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.03125, C = 6.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.03125, C = 7.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.03125, C = 8.0, Acc = 0.96, Train time = 0.047000169754
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 0.125, C = 1.0, Acc = 0.96, Train time = 0.047000169754
Gamma = 0.125, C = 2.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.047000169754
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0460000038147
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.5, C = 2.0, Acc = 0.98, Train time = 0.0460000038147
Gamma = 0.5, C = 3.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 0.5, C = 4.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 0.5, C = 5.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 0.5, C = 6.0, Acc = 0.98, Train time = 0.047000169754
Gamma = 0.5, C = 7.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 0.5, C = 8.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 0.5, C = 9.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.061999797821
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.063000202179
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 2, C = 6.0, Acc = 0.98, Train time = 0.0620000362396
Gamma = 2, C = 7.0, Acc = 0.98, Train time = 0.0620000362396
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0620000362396
Gamma = 2, C = 9.0, Acc = 0.98, Train time = 0.0629999637604
Gamma = 8, C = 1.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 8, C = 3.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 8, C = 4.0, Acc = 0.96, Train time = 0.156000137329
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.171999931335
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.171999931335
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.171999931335
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.171000003815
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.203000068665
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.326999902725
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.34299993515
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.358000040054
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.327000141144
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.358999967575
TRAINING CLASS 4:
Gamma = 0.03125, C = 1.0, Acc = 0.91, Train time = 0.0780000686646
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.0629999637604
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.063000202179
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0780000686646
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.077999830246
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0780000686646
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0780000686646
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 0.125, C = 1.0, Acc = 0.98, Train time = 0.0460000038147
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0460000038147
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.047000169754
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.047000169754
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.047000169754
Gamma = 0.5, C = 2.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.5, C = 3.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 0.5, C = 4.0, Acc = 0.98, Train time = 0.047000169754
Gamma = 0.5, C = 5.0, Acc = 0.98, Train time = 0.0460000038147
Gamma = 0.5, C = 6.0, Acc = 0.98, Train time = 0.0319998264313
Gamma = 0.5, C = 7.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 0.5, C = 8.0, Acc = 0.98, Train time = 0.047000169754
Gamma = 0.5, C = 9.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0620000362396
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.063000202179
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.047000169754
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0629999637604
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0620000362396
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0460000038147
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0620000362396
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.141000032425
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.156000137329
Gamma = 32, C = 1.0, Acc = 0.91, Train time = 0.311999797821
Gamma = 32, C = 2.0, Acc = 0.92, Train time = 0.328000068665
Gamma = 32, C = 3.0, Acc = 0.92, Train time = 0.327999830246
Gamma = 32, C = 4.0, Acc = 0.92, Train time = 0.326999902725
Gamma = 32, C = 5.0, Acc = 0.92, Train time = 0.328000068665
Gamma = 32, C = 6.0, Acc = 0.92, Train time = 0.327000141144
Gamma = 32, C = 7.0, Acc = 0.92, Train time = 0.326999902725
Gamma = 32, C = 8.0, Acc = 0.92, Train time = 0.328000068665
Gamma = 32, C = 9.0, Acc = 0.92, Train time = 0.327000141144
TRAINING CLASS 5:
Gamma = 0.03125, C = 1.0, Acc = 0.90, Train time = 0.077999830246
Gamma = 0.03125, C = 2.0, Acc = 0.92, Train time = 0.0629999637604
Gamma = 0.03125, C = 3.0, Acc = 0.92, Train time = 0.0629999637604
Gamma = 0.03125, C = 4.0, Acc = 0.92, Train time = 0.0780000686646
Gamma = 0.03125, C = 5.0, Acc = 0.93, Train time = 0.0780000686646
Gamma = 0.03125, C = 6.0, Acc = 0.93, Train time = 0.077999830246
Gamma = 0.03125, C = 7.0, Acc = 0.93, Train time = 0.0780000686646
Gamma = 0.03125, C = 8.0, Acc = 0.93, Train time = 0.0629999637604
Gamma = 0.03125, C = 9.0, Acc = 0.93, Train time = 0.0629999637604
Gamma = 0.125, C = 1.0, Acc = 0.92, Train time = 0.063000202179
Gamma = 0.125, C = 2.0, Acc = 0.93, Train time = 0.0629999637604
Gamma = 0.125, C = 3.0, Acc = 0.94, Train time = 0.0629999637604
Gamma = 0.125, C = 4.0, Acc = 0.93, Train time = 0.0629999637604
Gamma = 0.125, C = 5.0, Acc = 0.94, Train time = 0.0620000362396
Gamma = 0.125, C = 6.0, Acc = 0.94, Train time = 0.0620000362396
Gamma = 0.125, C = 7.0, Acc = 0.94, Train time = 0.0620000362396
Gamma = 0.125, C = 8.0, Acc = 0.94, Train time = 0.0620000362396
Gamma = 0.125, C = 9.0, Acc = 0.94, Train time = 0.0620000362396
Gamma = 0.5, C = 1.0, Acc = 0.94, Train time = 0.0620000362396
Gamma = 0.5, C = 2.0, Acc = 0.94, Train time = 0.0629999637604
Gamma = 0.5, C = 3.0, Acc = 0.95, Train time = 0.0620000362396
Gamma = 0.5, C = 4.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.5, C = 5.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.5, C = 6.0, Acc = 0.95, Train time = 0.0460000038147
Gamma = 0.5, C = 7.0, Acc = 0.95, Train time = 0.0620000362396
Gamma = 0.5, C = 8.0, Acc = 0.95, Train time = 0.0629999637604
Gamma = 0.5, C = 9.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 2, C = 1.0, Acc = 0.96, Train time = 0.0780000686646
Gamma = 2, C = 2.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 2, C = 3.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 2, C = 4.0, Acc = 0.96, Train time = 0.0780000686646
Gamma = 2, C = 5.0, Acc = 0.96, Train time = 0.0629999637604
Gamma = 2, C = 6.0, Acc = 0.96, Train time = 0.0629999637604
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.171000003815
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.95, Train time = 0.326999902725
Gamma = 32, C = 3.0, Acc = 0.95, Train time = 0.327000141144
Gamma = 32, C = 4.0, Acc = 0.95, Train time = 0.31200003624
Gamma = 32, C = 5.0, Acc = 0.95, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.95, Train time = 0.326999902725
Gamma = 32, C = 7.0, Acc = 0.95, Train time = 0.327999830246
Gamma = 32, C = 8.0, Acc = 0.95, Train time = 0.326999902725
Gamma = 32, C = 9.0, Acc = 0.95, Train time = 0.326999902725
TRAINING CLASS 6:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.171999931335
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.171999931335
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.311999797821
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.326999902725
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.326999902725
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.328000068665
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.328000068665
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.31200003624
TRAINING CLASS 7:
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 = 0.0150001049042
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 = 0.0150001049042
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
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 = 0.0
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 = 0.0159997940063
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 32, C = 1.0, Acc = 0.93, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.326999902725
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.328000068665
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.98, Train time = 0.0629999637604
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0319998264313
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.141000032425
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.140000104904
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.139999866486
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 32, C = 1.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 3.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 4.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 5.0, Acc = 0.99, Train time = 0.328000068665
Gamma = 32, C = 6.0, Acc = 0.99, Train time = 0.328000068665
Gamma = 32, C = 7.0, Acc = 0.99, Train time = 0.311999797821
Gamma = 32, C = 8.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 9.0, Acc = 0.99, Train time = 0.31200003624
TRAINING CLASS 2:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
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 = 0.0159997940063
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 = 0.0150001049042
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 = 0.0160000324249
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 = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.171999931335
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.171999931335
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.327999830246
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.326999902725
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.326999902725
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.327999830246
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.311999797821
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.326999902725
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.328000068665
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.327999830246
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.95, Train time = 0.0460000038147
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.047000169754
Gamma = 0.03125, C = 3.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.0460000038147
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 0.03125, C = 6.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.03125, C = 7.0, Acc = 0.95, Train time = 0.0460000038147
Gamma = 0.03125, C = 8.0, Acc = 0.95, Train time = 0.047000169754
Gamma = 0.03125, C = 9.0, Acc = 0.95, Train time = 0.0309998989105
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0460000038147
Gamma = 0.125, C = 2.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 0.125, C = 6.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 0.125, C = 7.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 0.125, C = 8.0, Acc = 0.98, Train time = 0.0460000038147
Gamma = 0.125, C = 9.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.5, C = 2.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 0.5, C = 3.0, Acc = 0.98, Train time = 0.0320000648499
Gamma = 0.5, C = 4.0, Acc = 0.98, Train time = 0.0460000038147
Gamma = 0.5, C = 5.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 0.5, C = 6.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.047000169754
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 0.5, C = 9.0, Acc = 0.98, Train time = 0.0460000038147
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.0629999637604
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0629999637604
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.063000202179
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.0629999637604
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0620000362396
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0620000362396
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0620000362396
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0620000362396
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0620000362396
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.172000169754
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.171999931335
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.171999931335
Gamma = 32, C = 1.0, Acc = 0.93, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.327000141144
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.327000141144
TRAINING CLASS 4:
Gamma = 0.03125, C = 1.0, Acc = 0.91, Train time = 0.0620000362396
Gamma = 0.03125, C = 2.0, Acc = 0.94, Train time = 0.0620000362396
Gamma = 0.03125, C = 3.0, Acc = 0.94, Train time = 0.061999797821
Gamma = 0.03125, C = 4.0, Acc = 0.94, Train time = 0.0620000362396
Gamma = 0.03125, C = 5.0, Acc = 0.95, Train time = 0.0629999637604
Gamma = 0.03125, C = 6.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.03125, C = 7.0, Acc = 0.95, Train time = 0.0620000362396
Gamma = 0.03125, C = 8.0, Acc = 0.95, Train time = 0.0629999637604
Gamma = 0.03125, C = 9.0, Acc = 0.94, Train time = 0.0469999313354
Gamma = 0.125, C = 1.0, Acc = 0.95, Train time = 0.0460000038147
Gamma = 0.125, C = 2.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.125, C = 3.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.125, C = 4.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.125, C = 5.0, Acc = 0.95, Train time = 0.0469999313354
Gamma = 0.125, C = 6.0, Acc = 0.95, Train time = 0.047000169754
Gamma = 0.125, C = 7.0, Acc = 0.95, Train time = 0.0460000038147
Gamma = 0.125, C = 8.0, Acc = 0.95, Train time = 0.047000169754
Gamma = 0.125, C = 9.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.5, C = 1.0, Acc = 0.96, Train time = 0.0460000038147
Gamma = 0.5, C = 2.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 0.5, C = 5.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 0.5, C = 6.0, Acc = 0.98, Train time = 0.047000169754
Gamma = 0.5, C = 7.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 0.5, C = 8.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 0.5, C = 9.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 2, C = 1.0, Acc = 0.98, Train time = 0.061999797821
Gamma = 2, C = 2.0, Acc = 0.98, Train time = 0.0620000362396
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.0620000362396
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.0620000362396
Gamma = 2, C = 5.0, Acc = 0.98, Train time = 0.0629999637604
Gamma = 2, C = 6.0, Acc = 0.98, Train time = 0.063000202179
Gamma = 2, C = 7.0, Acc = 0.98, Train time = 0.061999797821
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.047000169754
Gamma = 2, C = 9.0, Acc = 0.98, Train time = 0.0629999637604
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 32, C = 1.0, Acc = 0.92, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.92, Train time = 0.327000141144
Gamma = 32, C = 3.0, Acc = 0.92, Train time = 0.326999902725
Gamma = 32, C = 4.0, Acc = 0.92, Train time = 0.328000068665
Gamma = 32, C = 5.0, Acc = 0.92, Train time = 0.327000141144
Gamma = 32, C = 6.0, Acc = 0.92, Train time = 0.328000068665
Gamma = 32, C = 7.0, Acc = 0.92, Train time = 0.328000068665
Gamma = 32, C = 8.0, Acc = 0.92, Train time = 0.328000068665
Gamma = 32, C = 9.0, Acc = 0.92, Train time = 0.328000068665
TRAINING CLASS 5:
Gamma = 0.03125, C = 1.0, Acc = 0.87, Train time = 0.0620000362396
Gamma = 0.03125, C = 2.0, Acc = 0.89, Train time = 0.0780000686646
Gamma = 0.03125, C = 3.0, Acc = 0.90, Train time = 0.077999830246
Gamma = 0.03125, C = 4.0, Acc = 0.90, Train time = 0.0620000362396
Gamma = 0.03125, C = 5.0, Acc = 0.90, Train time = 0.0620000362396
Gamma = 0.03125, C = 6.0, Acc = 0.90, Train time = 0.061999797821
Gamma = 0.03125, C = 7.0, Acc = 0.90, Train time = 0.0620000362396
Gamma = 0.03125, C = 8.0, Acc = 0.91, Train time = 0.0620000362396
Gamma = 0.03125, C = 9.0, Acc = 0.91, Train time = 0.0620000362396
Gamma = 0.125, C = 1.0, Acc = 0.90, Train time = 0.061999797821
Gamma = 0.125, C = 2.0, Acc = 0.91, Train time = 0.063000202179
Gamma = 0.125, C = 3.0, Acc = 0.91, Train time = 0.0629999637604
Gamma = 0.125, C = 4.0, Acc = 0.91, Train time = 0.0620000362396
Gamma = 0.125, C = 5.0, Acc = 0.92, Train time = 0.0469999313354
Gamma = 0.125, C = 6.0, Acc = 0.92, Train time = 0.0629999637604
Gamma = 0.125, C = 7.0, Acc = 0.93, Train time = 0.0620000362396
Gamma = 0.125, C = 8.0, Acc = 0.93, Train time = 0.0460000038147
Gamma = 0.125, C = 9.0, Acc = 0.93, Train time = 0.061999797821
Gamma = 0.5, C = 1.0, Acc = 0.92, Train time = 0.063000202179
Gamma = 0.5, C = 2.0, Acc = 0.93, Train time = 0.061999797821
Gamma = 0.5, C = 3.0, Acc = 0.94, Train time = 0.063000202179
Gamma = 0.5, C = 4.0, Acc = 0.94, Train time = 0.061999797821
Gamma = 0.5, C = 5.0, Acc = 0.95, Train time = 0.0620000362396
Gamma = 0.5, C = 6.0, Acc = 0.95, Train time = 0.0629999637604
Gamma = 0.5, C = 7.0, Acc = 0.95, Train time = 0.0629999637604
Gamma = 0.5, C = 8.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 0.5, C = 9.0, Acc = 0.96, Train time = 0.0469999313354
Gamma = 2, C = 1.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.061999797821
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 6.0, Acc = 0.98, Train time = 0.0620000362396
Gamma = 2, C = 7.0, Acc = 0.98, Train time = 0.061999797821
Gamma = 2, C = 8.0, Acc = 0.98, Train time = 0.0620000362396
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.171999931335
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.326999902725
TRAINING CLASS 6:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0309998989105
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 = 0.0150001049042
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0150001049042
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 = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.171000003815
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.311999797821
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.326999902725
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.326999902725
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.327999830246
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.328000068665
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.31200003624
TRAINING CLASS 7:
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 = 0.0160000324249
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
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 = 0.0149998664856
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 = 0.0150001049042
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0159997940063
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 = 0.0150001049042
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0319998264313
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.171999931335
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 32, C = 1.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.31200003624
==========TRAINING FOLD===========
TRAINING CLASS 1:
Gamma = 0.03125, C = 1.0, Acc = 0.99, Train time = 0.063000202179
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0309998989105
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 = 0.0320000648499
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.139999866486
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.141000032425
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.139999866486
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.140000104904
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.141000032425
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.141000032425
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.140000104904
Gamma = 32, C = 1.0, Acc = 0.99, Train time = 0.296999931335
Gamma = 32, C = 2.0, Acc = 0.99, Train time = 0.311999797821
Gamma = 32, C = 3.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 4.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 5.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 7.0, Acc = 0.99, Train time = 0.31200003624
Gamma = 32, C = 8.0, Acc = 0.99, Train time = 0.326999902725
Gamma = 32, C = 9.0, Acc = 0.99, Train time = 0.31200003624
TRAINING CLASS 2:
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 = 0.0160000324249
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 = 0.0160000324249
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 = 0.0149998664856
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 = 0.0149998664856
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
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 = 0.0469999313354
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0460000038147
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.171999931335
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.171999931335
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 32, C = 1.0, Acc = 0.96, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.97, Train time = 0.328000068665
Gamma = 32, C = 3.0, Acc = 0.97, Train time = 0.327000141144
Gamma = 32, C = 4.0, Acc = 0.97, Train time = 0.311999797821
Gamma = 32, C = 5.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.97, Train time = 0.311999797821
Gamma = 32, C = 7.0, Acc = 0.97, Train time = 0.327999830246
Gamma = 32, C = 8.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 9.0, Acc = 0.97, Train time = 0.328000068665
TRAINING CLASS 3:
Gamma = 0.03125, C = 1.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 0.03125, C = 2.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.03125, C = 3.0, Acc = 0.97, Train time = 0.0460000038147
Gamma = 0.03125, C = 4.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.047000169754
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0460000038147
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0309998989105
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0460000038147
Gamma = 0.125, C = 1.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 2.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0320000648499
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0460000038147
Gamma = 0.125, C = 6.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 0.125, C = 7.0, Acc = 0.98, Train time = 0.047000169754
Gamma = 0.125, C = 8.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 0.125, C = 9.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 0.5, C = 1.0, Acc = 0.97, Train time = 0.0310001373291
Gamma = 0.5, C = 2.0, Acc = 0.98, Train time = 0.047000169754
Gamma = 0.5, C = 3.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 0.5, C = 4.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 0.5, C = 5.0, Acc = 0.98, Train time = 0.0310001373291
Gamma = 0.5, C = 6.0, Acc = 0.98, Train time = 0.0460000038147
Gamma = 0.5, C = 7.0, Acc = 0.98, Train time = 0.047000169754
Gamma = 0.5, C = 8.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 0.5, C = 9.0, Acc = 0.98, Train time = 0.0309998989105
Gamma = 2, C = 1.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 3.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 4.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 2, C = 5.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 2, C = 6.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 2, C = 7.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 8.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 9.0, Acc = 0.97, Train time = 0.061999797821
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.172000169754
Gamma = 8, C = 2.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 3.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 4.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 5.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 6.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 7.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 8.0, Acc = 0.97, Train time = 0.156000137329
Gamma = 8, C = 9.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 32, C = 1.0, Acc = 0.93, Train time = 0.296000003815
Gamma = 32, C = 2.0, Acc = 0.94, Train time = 0.311999797821
Gamma = 32, C = 3.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 4.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 5.0, Acc = 0.94, Train time = 0.328000068665
Gamma = 32, C = 6.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 7.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 8.0, Acc = 0.94, Train time = 0.31200003624
Gamma = 32, C = 9.0, Acc = 0.94, Train time = 0.31200003624
TRAINING CLASS 4:
Gamma = 0.03125, C = 1.0, Acc = 0.92, Train time = 0.077999830246
Gamma = 0.03125, C = 2.0, Acc = 0.95, Train time = 0.0620000362396
Gamma = 0.03125, C = 3.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 0.03125, C = 4.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 0.03125, C = 5.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 0.03125, C = 6.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 0.03125, C = 7.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 0.03125, C = 8.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 0.03125, C = 9.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 0.125, C = 1.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 0.125, C = 2.0, Acc = 0.98, Train time = 0.047000169754
Gamma = 0.125, C = 3.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 4.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 5.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 6.0, Acc = 0.97, Train time = 0.0460000038147
Gamma = 0.125, C = 7.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.125, C = 8.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 0.125, C = 9.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.5, C = 1.0, Acc = 0.98, Train time = 0.0460000038147
Gamma = 0.5, C = 2.0, Acc = 0.98, Train time = 0.0469999313354
Gamma = 0.5, C = 3.0, Acc = 0.98, Train time = 0.047000169754
Gamma = 0.5, C = 4.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 0.5, C = 5.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 0.5, C = 6.0, Acc = 0.99, Train time = 0.0310001373291
Gamma = 0.5, C = 7.0, Acc = 0.99, Train time = 0.0320000648499
Gamma = 0.5, C = 8.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 0.5, C = 9.0, Acc = 0.99, Train time = 0.0309998989105
Gamma = 2, C = 1.0, Acc = 0.99, Train time = 0.0629999637604
Gamma = 2, C = 2.0, Acc = 0.99, Train time = 0.0629999637604
Gamma = 2, C = 3.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 2, C = 4.0, Acc = 0.99, Train time = 0.0620000362396
Gamma = 2, C = 5.0, Acc = 0.99, Train time = 0.0459997653961
Gamma = 2, C = 6.0, Acc = 0.99, Train time = 0.0620000362396
Gamma = 2, C = 7.0, Acc = 0.99, Train time = 0.0469999313354
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0629999637604
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0620000362396
Gamma = 8, C = 1.0, Acc = 0.97, Train time = 0.155999898911
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.156000137329
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.156000137329
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 32, C = 1.0, Acc = 0.91, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.91, Train time = 0.326999902725
Gamma = 32, C = 3.0, Acc = 0.91, Train time = 0.328000068665
Gamma = 32, C = 4.0, Acc = 0.91, Train time = 0.328000068665
Gamma = 32, C = 5.0, Acc = 0.91, Train time = 0.328000068665
Gamma = 32, C = 6.0, Acc = 0.91, Train time = 0.328000068665
Gamma = 32, C = 7.0, Acc = 0.91, Train time = 0.328000068665
Gamma = 32, C = 8.0, Acc = 0.91, Train time = 0.31200003624
Gamma = 32, C = 9.0, Acc = 0.91, Train time = 0.31200003624
TRAINING CLASS 5:
Gamma = 0.03125, C = 1.0, Acc = 0.91, Train time = 0.0780000686646
Gamma = 0.03125, C = 2.0, Acc = 0.93, Train time = 0.0620000362396
Gamma = 0.03125, C = 3.0, Acc = 0.94, Train time = 0.077999830246
Gamma = 0.03125, C = 4.0, Acc = 0.95, Train time = 0.0780000686646
Gamma = 0.03125, C = 5.0, Acc = 0.94, Train time = 0.0629999637604
Gamma = 0.03125, C = 6.0, Acc = 0.94, Train time = 0.0629999637604
Gamma = 0.03125, C = 7.0, Acc = 0.94, Train time = 0.0629999637604
Gamma = 0.03125, C = 8.0, Acc = 0.94, Train time = 0.0629999637604
Gamma = 0.03125, C = 9.0, Acc = 0.94, Train time = 0.063000202179
Gamma = 0.125, C = 1.0, Acc = 0.94, Train time = 0.0629999637604
Gamma = 0.125, C = 2.0, Acc = 0.95, Train time = 0.0629999637604
Gamma = 0.125, C = 3.0, Acc = 0.95, Train time = 0.0629999637604
Gamma = 0.125, C = 4.0, Acc = 0.95, Train time = 0.0629999637604
Gamma = 0.125, C = 5.0, Acc = 0.95, Train time = 0.0629999637604
Gamma = 0.125, C = 6.0, Acc = 0.95, Train time = 0.0620000362396
Gamma = 0.125, C = 7.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 0.125, C = 8.0, Acc = 0.96, Train time = 0.061999797821
Gamma = 0.125, C = 9.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 0.5, C = 1.0, Acc = 0.96, Train time = 0.0620000362396
Gamma = 0.5, C = 2.0, Acc = 0.96, Train time = 0.0629999637604
Gamma = 0.5, C = 3.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.5, C = 4.0, Acc = 0.97, Train time = 0.0469999313354
Gamma = 0.5, C = 5.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 0.5, C = 6.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 0.5, C = 7.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 0.5, C = 8.0, Acc = 0.97, Train time = 0.0629999637604
Gamma = 0.5, C = 9.0, Acc = 0.96, Train time = 0.047000169754
Gamma = 2, C = 1.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 2.0, Acc = 0.97, Train time = 0.0620000362396
Gamma = 2, C = 3.0, Acc = 0.98, Train time = 0.0780000686646
Gamma = 2, C = 4.0, Acc = 0.98, Train time = 0.077999830246
Gamma = 2, C = 5.0, Acc = 0.98, Train time = 0.0780000686646
Gamma = 2, C = 6.0, Acc = 0.98, Train time = 0.0629999637604
Gamma = 2, C = 7.0, Acc = 0.98, Train time = 0.077999830246
Gamma = 2, C = 8.0, Acc = 0.99, Train time = 0.0780000686646
Gamma = 2, C = 9.0, Acc = 0.99, Train time = 0.0620000362396
Gamma = 8, C = 1.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 8, C = 2.0, Acc = 0.98, Train time = 0.139999866486
Gamma = 8, C = 3.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 8, C = 4.0, Acc = 0.98, Train time = 0.139999866486
Gamma = 8, C = 5.0, Acc = 0.98, Train time = 0.155999898911
Gamma = 8, C = 6.0, Acc = 0.98, Train time = 0.156000137329
Gamma = 8, C = 7.0, Acc = 0.98, Train time = 0.141000032425
Gamma = 8, C = 8.0, Acc = 0.98, Train time = 0.140000104904
Gamma = 8, C = 9.0, Acc = 0.98, Train time = 0.156000137329
Gamma = 32, C = 1.0, Acc = 0.95, Train time = 0.311999797821
Gamma = 32, C = 2.0, Acc = 0.96, Train time = 0.327999830246
Gamma = 32, C = 3.0, Acc = 0.96, Train time = 0.328000068665
Gamma = 32, C = 4.0, Acc = 0.96, Train time = 0.31200003624
Gamma = 32, C = 5.0, Acc = 0.96, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.96, Train time = 0.31200003624
Gamma = 32, C = 7.0, Acc = 0.96, Train time = 0.326999902725
Gamma = 32, C = 8.0, Acc = 0.96, Train time = 0.328000068665
Gamma = 32, C = 9.0, Acc = 0.96, Train time = 0.327999830246
TRAINING CLASS 6:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.03125, C = 4.0, Acc = 0.99, Train time = 0.0149998664856
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.03125, C = 8.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 0.03125, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 1.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 0.125, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0159997940063
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.5, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 6.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 7.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 8.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0310001373291
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0320000648499
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 8, C = 1.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 2.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 3.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 4.0, Acc = 1.00, Train time = 0.141000032425
Gamma = 8, C = 5.0, Acc = 1.00, Train time = 0.156000137329
Gamma = 8, C = 6.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 7.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 8, C = 8.0, Acc = 1.00, Train time = 0.141000032425
Gamma = 8, C = 9.0, Acc = 1.00, Train time = 0.155999898911
Gamma = 32, C = 1.0, Acc = 0.97, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 3.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 4.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 5.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.98, Train time = 0.327999830246
Gamma = 32, C = 7.0, Acc = 0.98, Train time = 0.326999902725
Gamma = 32, C = 8.0, Acc = 0.98, Train time = 0.31200003624
Gamma = 32, C = 9.0, Acc = 0.98, Train time = 0.327999830246
TRAINING CLASS 7:
Gamma = 0.03125, C = 1.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.03125, C = 2.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 4.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 5.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.03125, C = 6.0, Acc = 1.00, Train time = 0.0
Gamma = 0.03125, C = 7.0, Acc = 1.00, Train time = 0.0150001049042
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 = 0.0150001049042
Gamma = 0.125, C = 3.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 4.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 5.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 6.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.125, C = 7.0, Acc = 1.00, Train time = 0.0
Gamma = 0.125, C = 8.0, Acc = 1.00, Train time = 0.0149998664856
Gamma = 0.125, C = 9.0, Acc = 1.00, Train time = 0.0
Gamma = 0.5, C = 1.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 2.0, Acc = 1.00, Train time = 0.0150001049042
Gamma = 0.5, C = 3.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 0.5, C = 4.0, Acc = 1.00, Train time = 0.0159997940063
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 = 0.0149998664856
Gamma = 0.5, C = 9.0, Acc = 1.00, Train time = 0.0160000324249
Gamma = 2, C = 1.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 2.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 3.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 2, C = 4.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 5.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 6.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 7.0, Acc = 1.00, Train time = 0.0309998989105
Gamma = 2, C = 8.0, Acc = 1.00, Train time = 0.0469999313354
Gamma = 2, C = 9.0, Acc = 1.00, Train time = 0.047000169754
Gamma = 8, C = 1.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 2.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 3.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 4.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 5.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 6.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 7.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 8.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 8, C = 9.0, Acc = 0.99, Train time = 0.156000137329
Gamma = 32, C = 1.0, Acc = 0.93, Train time = 0.31200003624
Gamma = 32, C = 2.0, Acc = 0.93, Train time = 0.311999797821
Gamma = 32, C = 3.0, Acc = 0.93, Train time = 0.31200003624
Gamma = 32, C = 4.0, Acc = 0.93, Train time = 0.311999797821
Gamma = 32, C = 5.0, Acc = 0.93, Train time = 0.31200003624
Gamma = 32, C = 6.0, Acc = 0.93, Train time = 0.328000068665
Gamma = 32, C = 7.0, Acc = 0.93, Train time = 0.326999902725
Gamma = 32, C = 8.0, Acc = 0.93, Train time = 0.327000141144
Gamma = 32, C = 9.0, Acc = 0.93, Train time = 0.31200003624
Final Result Trainning 90%======
        Acc = 0.97
        Training time = 0.264000415802

Final Result Trainning 90%======

        Acc = 0.98