Multiclass Classification on 10 multiclass imbalanced datasets (average)
80.02MCCGini-iCost
Evaluation Results
| Method | Links | |
|---|---|---|
| Gini-iCostClassifier=XGBoost2024.09 | 80.02 | |
| Neighbor-iCostClassifier=XGBoost2024.09 | 80.01 | |
| Gini-iCostClassifier=RF2024.09 | 79.49 | |
| Tuned CSLClassifier=XGBoost2024.09 | 79.47 | |
| Neighbor-iCostClassifier=RF2024.09 | 79.28 | |
| Tuned CSLClassifier=RF2024.09 | 79.01 | |
| No-costClassifier=XGBoost2024.09 | 78.94 | |
| No-costClassifier=RF2024.09 | 78.8 | |
| Neighbor-iCostClassifier=Average2024.09 | 73.88 | |
| Gini-iCostClassifier=Average2024.09 | 73.71 | |
| Tuned CSLClassifier=Average2024.09 | 73.47 | |
| Gini-iCostClassifier=SVM2024.09 | 72.98 | |
| Tuned CSLClassifier=SVM2024.09 | 72.96 | |
| Neighbor-iCostClassifier=SVM2024.09 | 72.87 | |
| Gini-iCostClassifier=DT2024.09 | 71.85 | |
| Neighbor-iCostClassifier=DT2024.09 | 71.81 | |
| No-costClassifier=Average2024.09 | 70.94 | |
| No-costClassifier=SVM2024.09 | 70.69 | |
| Tuned CSLClassifier=DT2024.09 | 70.6 | |
| No-costClassifier=DT2024.09 | 69.62 | |
| Neighbor-iCostClassifier=LR2024.09 | 65.42 | |
| Tuned CSLClassifier=LR2024.09 | 65.31 | |
| Gini-iCostClassifier=LR2024.09 | 64.21 | |
| No-costClassifier=LR2024.09 | 56.63 |