Multiclass Imbalanced Classification on heart
81.6G-MeanGBSMOTE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GBSMOTE2025.12 | 81.6 | — | — | — | |
| NROMM2025.12 | 81 | — | — | — | |
| DARG2025.12 | 80.4 | — | — | — | |
| AdaBoostAD2025.12 | 76.9 | — | — | — | |
| MultiRandBal2025.12 | 75.8 | — | — | — | |
| OREMBoost2025.12 | 75.8 | — | — | — | |
| MCNRO2025.12 | 75 | — | — | — | |
| LexiBoost2025.12 | 67.6 | — | — | — | |
| AdaBoostNC2025.12 | 66.6 | — | — | — | |
| AdaBoostAD2025.12 | — | 79.6 | 3 | — | |
| AdaBoostAD2025.12 | — | — | — | 0.762 | |
| AdaBoostNC2025.12 | — | 75.9 | 7 | — | |
| AdaBoostNC2025.12 | — | — | — | 0.733 | |
| DARG2025.12 | — | 79.6 | 3 | — | |
| DARG2025.12 | — | — | — | 0.796 | |
| GBSMOTE2025.12 | — | 81.5 | 2 | — | |
| GBSMOTE2025.12 | — | — | — | 0.875 | |
| LexiBoost2025.12 | — | 64.8 | 9 | — | |
| LexiBoost2025.12 | — | — | — | 0.678 | |
| MCNRO2025.12 | — | 83.3 | 1 | — | |
| MCNRO2025.12 | — | — | — | 0.829 | |
| MultiRandBal2025.12 | — | 77.8 | 5 | — | |
| MultiRandBal2025.12 | — | — | — | 0.83 | |
| NROMM2025.12 | — | 75.9 | 7 | — | |
| NROMM2025.12 | — | — | — | 0.852 | |
| OREMBoost2025.12 | — | 77.8 | 5 | — | |
| OREMBoost2025.12 | — | — | — | 0.751 |