Table 8.
Algorithms Used | Accuracy | Precision | Recall | F1 Score | Log Loss | ROC AUC |
---|---|---|---|---|---|---|
KNN [14] | 0.86 | 0.95 | 0.87 | 0.91 | 0.19 | 0.83 |
SVM [57] | 0.89 | 0.95 | 0.91 | 0.93 | 0.27 | 0.85 |
DT [19] | 1.0 | 1.0 | 1.0 | 1.0 | 9.99 | 1.0 |
NB [58] | 0.89 | 1.0 | 0.87 | 0.93 | 3.57 | 0.93 |
RF [24] | 1.0 | 1.0 | 1.0 | 1.0 | 0.059 | 1.0 |
ANN [25] | 0.82 | 0.82 | 1.0 | 0.90 | 2.57 | 0.5 |
LR [31] | 0.89 | 0.95 | 0.91 | 0.93 | 0.22 | 0.85 |