Table 21.
Key logging results.
Algorithms Used | Accuracy | Precision | Recall | F1 Score | Log Loss | ROC AUC |
---|---|---|---|---|---|---|
KNN [14] | 0.98 | 0.98 | 1.0 | 0.99 | 0.33 | 0.93 |
SVM [57] | 0.96 | 0.96 | 1.0 | 0.98 | 0.16 | 0.81 |
DT [19] | 0.99 | 1.0 | 0.99 | 0.99 | 0.0085 | 0.99 |
NB [58] | 0.91 | 0.92 | 0.98 | 0.95 | 2.64 | 0.58 |
RF [24] | 0.99 | 0.99 | 1.0 | 0.99 | 0.022 | 0.96 |
ANN [25] | 0.91 | 0.91 | 1.0 | 0.95 | 1.58 | 0.5 |
LR [31] | 0.96 | 0.96 | 1.0 | 0.98 | 0.16 | 0.79 |