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Figure 5:
Evaluation metrics utilized for the assessment_
| SL.NO | Performance Measures | Expression |
|---|---|---|
| 1 | Accuracy | |
| 2 | Recall | |
| 3 | Specificity | |
| 4 | Precision | |
| 5 | F1-Score |
Comparative Analysis between the Different Models
| Models | ACCURACY | PRECISION | RECALL | F1 SCORE |
|---|---|---|---|---|
| DTC | 93.5 | 90.8 | 89.7 | 97 |
| RFC | 95.3 | 94.1 | 93.4 | 96.7 |
| SVM | 94.8 | 94.3 | 96.6 | 93.9 |
| LINEAR | 93 | 91.4 | 95 | 95.5 |
| LOGISTICS | 96.7 | 96.8 | 96.1 | 95.4 |
| PROPOSED | 98.7 | 98.7 | 98 | 98.7 |