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Service Scan results.
| Algorithms Used | Accuracy | Precision | Recall | F1 Score | Log Loss | ROC AUC |
|---|---|---|---|---|---|---|
| KNN [14] | 0.99 | 0.99 | 0.99 | 0.99 | 0.013 | 0.79 |
| SVM [57] | 0.99 | 0.99 | 1.0 | 0.99 | 0.012 | 0.54 |
| DT [19] | 0.99 | 0.99 | 0.99 | 0.99 | 0.0028 | 0.84 |
| NB [58] | 0.99 | 0.99 | 0.99 | 0.99 | 0.26 | 0.58 |
| RF [24] | 0.99 | 0.99 | 1.0 | 0.99 | 0.0039 | 0.54 |
| ANN [25] | 0.99 | 0.99 | 1.0 | 0.99 | 0.029 | 0.5 |
| LR [31] | 0.99 | 0.99 | 0.99 | 0.99 | 0.0087 | 0.54 |
