Table 8. Some experimental results of multiple iterations of activation functions of proposed approach (MuLeHyABSC) for STC.
The bold emphasis shows the highest results achieved by the proposed approach.
| Iterations | Activation function | Neurons | Accuracy (%) | Precision | Recall | F-measure |
|---|---|---|---|---|---|---|
| 1 | Identity | 50, | 77.25 | 0.775 | 0.772 | 0.773 |
| 2 | Sigmoid | 50, | 78.99 | 0.789 | 0.789 | 0.789 |
| 3 | Tanh | 50, | 79.25 | 0.792 | 0.792 | 0.792 |
| 4 | ReLu | 50, | 76.88 | 0.769 | 0.768 | 0.768 |
| 5 | Identity | 50,50 | 79.85 | 0.799 | 0.798 | 0.798 |