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 |