Table II.
Thresholds generated on the output of the best neural network on the training samples only, used for classification of all subsequent sequences in the testing and validation sets.
| Neural Network Architecture (number of input-hidden-output nodes) | DS1 | DS2 | DS3 |
|---|---|---|---|
| 62-10-1 | 0.82 | 0.87 | 0.77 |
| 20-10-1 | 0.72 | 0.76 | 0.79 |
| 10-10-1 | 0.75 | 0.77 | 0.78 |
| 10-5-1 | 0.73 | 0.72 | 0.76 |
| 5-3-1 | 0.78 | 0.78 | 0.74 |