Multiclass classification on Glass Identification (test)
90Macro F1 ScoreMLP-diffMCC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MLP-diffMCCFeature selection=LCEN-selected features2026.04 | 90 | 84.6 | |
| MLP-diffMCCFeature selection=All features2026.04 | 89.5 | 83.4 | |
| MLP-CEFeature selection=LCEN-selected features2026.04 | 88.7 | 82.4 | |
| MLP-CEFeature selection=All features2026.04 | 87 | 79.5 | |
| RFFeature selection=LCEN-selected features2026.04 | 86.9 | 79.9 | |
| LCEN-1Feature selection=LCEN-selected features2026.04 | 83.4 | 75 | |
| MLP-CEFeature selection=Class correlation features2026.04 | 83.2 | 74.5 | |
| MLP-diffMCCFeature selection=Class correlation features2026.04 | 83 | 73 | |
| RFFeature selection=All features2026.04 | 81.9 | 72.7 | |
| LCEN-1Feature selection=All features2026.04 | 80.7 | 69.3 | |
| GBDTFeature selection=LCEN-selected features2026.04 | 80.1 | 69 | |
| SVMFeature selection=Class correlation features2026.04 | 79.7 | 69.3 | |
| SVMFeature selection=LCEN-selected features2026.04 | 78.4 | 69.8 | |
| RFFeature selection=Class correlation features2026.04 | 78.2 | 65.9 | |
| GBDTFeature selection=All features2026.04 | 77.7 | 65.4 | |
| GBDTFeature selection=Class correlation features2026.04 | 76.4 | 64.4 | |
| LCEN-1Feature selection=Class correlation features2026.04 | 76.3 | 63.8 | |
| LRFeature selection=LCEN-selected features2026.04 | 75.2 | 60.8 | |
| LASSOFeature selection=LCEN-selected features2026.04 | 75.2 | 60.8 | |
| RRFeature selection=LCEN-selected features2026.04 | 75.2 | 60.8 | |
| ENFeature selection=LCEN-selected features2026.04 | 75.2 | 60.8 | |
| SVMFeature selection=All features2026.04 | 74.9 | 58.7 | |
| LRFeature selection=Class correlation features2026.04 | 72.3 | 57.6 | |
| LASSOFeature selection=Class correlation features2026.04 | 72.3 | 57.6 | |
| RRFeature selection=Class correlation features2026.04 | 72.3 | 57.6 | |
| ENFeature selection=Class correlation features2026.04 | 72.3 | 57.6 | |
| AdaBFeature selection=All features2026.04 | 70.5 | 55.8 | |
| ENFeature selection=All features2026.04 | 64.1 | 42.2 | |
| LRFeature selection=All features2026.04 | 63 | 39.8 | |
| LASSOFeature selection=All features2026.04 | 62.6 | 39.9 | |
| RRFeature selection=All features2026.04 | 62.3 | 39.1 | |
| AdaBFeature selection=Class correlation features2026.04 | 53.7 | 50.8 | |
| AdaBFeature selection=LCEN-selected features2026.04 | 53.7 | 50.8 |