Table 4.
Sl no | Performance metrics analysis | RW |
RWI |
RW |
RWI |
---|---|---|---|---|---|
ANN | RF | ||||
1 | Accuracy | 96.8255 | 94.7656 | 99.0367 | 99.6535 |
2 | F1_score | 98.3141 | 97.2945 | 99.4895 | 99.7898 |
3 | Error | 3.1385 | 5.2344 | 0.9336 | 0.3475 |
4 | False positive rate | 36.8341 | 71.0256 | 13.1759 | 5.2362 |
5 | Sensitivity | 99.3592 | 99.7894 | 99.9889 | 99.9889 |
6 | Mathews Correlation Coefficient | 73.3889 | 49.8362 | 92.7339 | 97.1462 |
7 | Kappa | 72.2208 | 42.0285 | 92.4859 | 97.0852 |
8 | Precision | 97.2857 | 94.8366 | 99.0030 | 99.5894 |
9 | Specificity | 63.1759 | 28.9744 | 86.8241 | 94.7458 |