Table 4.
Dataset | Balanced | Imbalanced | ||||
---|---|---|---|---|---|---|
Class | Recall | Precision | Specificity | Recall | Precision | Specificity |
Class 0 | 0.980236 | 0.609959 | 0.767048319 | 0.981063 | 0.827735 | 0.356542 |
Class 1 | 0.510659 | 0.644727 | 0.900055 | 0.005115 | 0.060606 | 0.993166 |
Class 2 | 0.437597 | 0.408023 | 0.804172 | 0.400000 | 0.686992 | 0.964377 |
Class 3 | 0.539147 | 0.63458 | 0.889753 | 0.485714 | 0.519084 | 0.986006 |
Class 4 | 0.576826 | 0.849843 | 0.960332 | 0.513274 | 0.828571 | 0.997310 |
Accuracy | 60.89 | 80.36 |