Test Database

Nb Hidden Neurons

Accuracy

FPR

FNR

Training Exec. Time (s)

Test Exec. Time (s)

SCENARIO 1a

20

0.9847

0.0267

0.0036

35.675561

0.048817

SCENARIO 1b

8

0.9828

0.0305

0.0035

64.47324

0.01886

SCENARIO 1c

8

0.9403

0.0532

0.0663

1.932469

0.018921

SCENARIO 2a

20

0.9839

0.0277

0.0042

28.497975

0.078999

SCENARIO 2b

14

0.9712

0.0429

0.0144

22.135117

0.049262

SCENARIO 2c

14

0.9495

0.0719

0.0286

18.530669

0.049881

SCENARIO 3b

15

0.9689

0.0417

0.0204

36.361498

0.065899

SCENARIO 3c

10

0.9369

0.0665

0.0597

26.000195

0.06918

SCENARIO 4a

16

0.9845

0.0271

0.0035

16.560255

0.051391

SCENARIO 4b

6

0.9686

0.053

0.0093

157.29625

0.03785

SCENARIO 4c

9

0.6249

0.441

0.3078

126.596878

0.062977

SCENARIO 5a

NA

0.9459

0.0651

0.0428

0.032414

0.047545

SCENARIO 5b

NA

0.9472

0.0652

0.0402

0.024178

0.027656

SCENARIO 5c

NA

0.9506

0.0663

0.0322

0.010658

0.045354