Table 3.
Dataset | Balanced | Imbalanced | ||||
---|---|---|---|---|---|---|
Class | Recall | Precision | Specificity | Recall | Precision | Specificity |
Class 0 | 0.974811 | 0.620958 | 0.776313 | 0.971595 | 0.810614 | 0.288973 |
Class 1 | 0.561047 | 0.629622 | 0.882527 | 0.02046 | 0.117647 | 0.986468 |
Class 2 | 0.430233 | 0.394597 | 0.798163 | 0.298225 | 0.604317 | 0.961583 |
Class 3 | 0.472868 | 0.648247 | 0.909147 | 0.457143 | 0.561404 | 0.988553 |
Class 4 | 0.60124 | 0.835938 | 0.953846 | 0.495575 | 0.777778 | 0.996315 |
Accuracy | 60.80 | 78.13 |