Table 7.
Classifier | Accuracy | Average Recall | Average Precision | Average F1 Score | ROC–AUC Score | 95% CI Lower Limit | 95% CI Upper Limit | Average Training Time |
---|---|---|---|---|---|---|---|---|
RF | 0.96 | 0.97 | 0.96 | 0.97 | 0.99 | 0.95 | 1.0 | 5.46 s |
SVM | 0.93 | 0.92 | 0.93 | 0.93 | 0.94 | 0.92 | 0.98 | 7.14 s |
KNN | 0.86 | 0.84 | 0.85 | 0.85 | 0.87 | 0.81 | 0.89 | 0.21 s |
Naïve Bayes | 0.88 | 0.86 | 0.85 | 0.86 | 0.87 | 0.82 | 0.91 | 0.15 s |