Table 3 Classification metrics for the 11 developed classifiers.
Model number | Accuracy | Precision | Recall | F1-score |
---|---|---|---|---|
Model 1 | 0.931 | 0.931 | 0.932 | 0.931 |
Model 2 | 0.964 | 0.964 | 0.965 | 0.964 |
Model 3 | 0.946 | 0.946 | 0.946 | 0.946 |
Model 4 | 0.942 | 0.942 | 0.942 | 0.942 |
Model 5 | 0.942 | 0.942 | 0.943 | 0.942 |
Model 6 | 0.953 | 0.953 | 0.953 | 0.953 |
Model 7 | 0.960 | 0.960 | 0.960 | 0.960 |
Model 8 | 0.957 | 0.957 | 0.957 | 0.957 |
Model 9 | 0.960 | 0.960 | 0.960 | 0.960 |
Model 10 | 0.949 | 0.950 | 0.950 | 0.949 |
Model 11 | 0.946 | 0.946 | 0.946 | 0.946 |
Average | 0.950 | 0.950 | 0.950 | 0.950 |