Classification on Wine Quality (3 CV seeds)
41.1F1 ScoreMLP-diffMCC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MLP-diffMCCFeature selection subset=Cortez et al. (2009) features2026.04 | 41.1 | 39.1 | |
| MLP-diffMCCFeature selection subset=LCEN-selected features2026.04 | 40.3 | 40.4 | |
| MLP-diffMCCFeature selection subset=All features2026.04 | 40 | 41.3 | |
| SVMFeature selection subset=LCEN-selected features2026.04 | 37.3 | 40.8 | |
| MLP-CEFeature selection subset=LCEN-selected features2026.04 | 37.3 | 40.5 | |
| MLP-CEFeature selection subset=Cortez et al. (2009) features2026.04 | 36.8 | 39.8 | |
| MLP-CEFeature selection subset=All features2026.04 | 36.6 | 40.9 | |
| LCEN-1Feature selection subset=All features2026.04 | 36.3 | 34.3 | |
| RFFeature selection subset=All features2026.04 | 36.1 | 40.9 | |
| RFFeature selection subset=LCEN-selected features2026.04 | 35.8 | 39.6 | |
| SVMFeature selection subset=All features2026.04 | 35.7 | 37.4 | |
| GBDTFeature selection subset=LCEN-selected features2026.04 | 35.6 | 39.2 | |
| RFFeature selection subset=Cortez et al. (2009) features2026.04 | 35.1 | 34.9 | |
| GBDTFeature selection subset=Cortez et al. (2009) features2026.04 | 35 | 36.1 | |
| SVMFeature selection subset=Cortez et al. (2009) features2026.04 | 34.8 | 36.5 | |
| LCEN-1Feature selection subset=Cortez et al. (2009) features2026.04 | 34.7 | 34.6 | |
| LCEN-1Feature selection subset=LCEN-selected features2026.04 | 33.2 | 33.4 | |
| GBDTFeature selection subset=All features2026.04 | 32.6 | 33.2 | |
| AdaBFeature selection subset=Cortez et al. (2009) features2026.04 | 31.5 | 25.7 | |
| LRFeature selection subset=Cortez et al. (2009) features2026.04 | 31.2 | 26 | |
| AdaBFeature selection subset=All features2026.04 | 31.2 | 24.8 | |
| LRFeature selection subset=All features2026.04 | 30.8 | 26.6 | |
| LASSOFeature selection subset=All features2026.04 | 30.8 | 26.5 | |
| RRFeature selection subset=All features2026.04 | 30.8 | 26.6 | |
| ENFeature selection subset=All features2026.04 | 30.8 | 26.6 | |
| AdaBFeature selection subset=LCEN-selected features2026.04 | 30.6 | 25.3 | |
| RRFeature selection subset=Cortez et al. (2009) features2026.04 | 30.2 | 25.8 | |
| LASSOFeature selection subset=Cortez et al. (2009) features2026.04 | 29.5 | 25.9 | |
| ENFeature selection subset=Cortez et al. (2009) features2026.04 | 29.2 | 25.6 | |
| LRFeature selection subset=LCEN-selected features2026.04 | 27.9 | 23 | |
| RRFeature selection subset=LCEN-selected features2026.04 | 27.8 | 22.8 | |
| LASSOFeature selection subset=LCEN-selected features2026.04 | 27.6 | 22.5 | |
| ENFeature selection subset=LCEN-selected features2026.04 | 27.6 | 22.5 |