Table 4.
Result analysis of AWOA-DL with existing techniques on Analcat dataset
| Methods | Precision | Recall | Accuracy | F-score | Kappa |
|---|---|---|---|---|---|
| AWOA-DL | 1.0000 | 0.9675 | 0.9760 | 0.9763 | 0.9472 |
| TLBO-DL | 1.0000 | 0.9230 | 0.9600 | 0.9600 | 0.9201 |
| DNN | 0.9600 | 0.8500 | 0.9000 | 0.9056 | 0.8000 |
| LR | 0.9200 | 0.8518 | 0.8800 | 0.8846 | 0.7600 |
| RBF network | 0.8000 | 0.7142 | 0.7400 | 0.7547 | 0.4800 |