Table 3.
The performance results for different λ values.
λ values | Accuracy | Specificity | F1 | MCC |
---|---|---|---|---|
0 | 0.9735 | 0.9565 | 0.9789 | 0.9439 |
0.1 | 0.9831 | 0.9743 | 0.9797 | 0.9454 |
0.3 | 0.9763 | 0.9655 | 0.9761 | 0.9522 |
0.5 | 0.9812 | 0.9828 | 0.9833 | 0.9528 |
0.7 | 0.9807 | 0.9733 | 0.9904 | 0.9559 |
0.9 | 0.9708 | 0.9742 | 0.9818 | 0.9437 |
1 | 0.9704 | 0.9731 | 0.9833 | 0.9419 |
*Best performance is shown in bold.