Classification on Wine Quality (test)
52.84Mean LossCART-size
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=52025.09 | 52.84 | — | 0.46 | — | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=42025.09 | 52.88 | — | 0.45 | — | |
| CART-sizeAlgorithm=CART-size, K (number of splitting rules)=62025.09 | 53.08 | — | 0.61 | — | |
| CART-depthAlgorithm=CART-depth, d (tree depth)=32025.09 | 53.29 | — | 0.57 | — | |
| ConTreeAlgorithm=ConTree, d (tree depth)=32025.09 | 53.29 | — | 0.81 | — | |
| HODTAlgorithm=HODT, K (number of splitting rules)=62025.09 | 54.32 | — | 0.42 | — | |
| HODTAlgorithm=HODT, K (number of splitting rules)=52025.09 | 55.02 | — | 0.98 | — | |
| HODTAlgorithm=HODT, K (number of splitting rules)=42025.09 | 55.6 | — | 1.24 | — | |
| ArrowFlowN=1599, Feat=11, Cls=3, ArrowFlow Config=[128] e=16 p=32026.04 | — | 35.9 | — | — | |
| FAMeXFeature Subset=Top 30%, Classifier=SVM2026.05 | — | — | — | 55.62 | |
| FAMeXFeature Subset=Bottom 30%, Classifier=SVM2026.05 | — | — | — | 44.1 | |
| KNNN=1599, Feat=11, Cls=32026.04 | — | 29.7 | — | — | |
| MLPN=1599, Feat=11, Cls=32026.04 | — | 30.3 | — | — | |
| PFIFeature Subset=Top 30%, Classifier=SVM2026.05 | — | — | — | 49.98 | |
| PFIFeature Subset=Bottom 30%, Classifier=SVM2026.05 | — | — | — | 55.41 | |
| RFN=1599, Feat=11, Cls=32026.04 | — | 25.9 | — | — | |
| SHAPFeature Subset=Top 30%, Classifier=SVM2026.05 | — | — | — | 49.01 | |
| SHAPFeature Subset=Bottom 30%, Classifier=SVM2026.05 | — | — | — | 46.11 | |
| SVMN=1599, Feat=11, Cls=32026.04 | — | 30.6 | — | — | |
| XGBN=1599, Feat=11, Cls=32026.04 | — | 24.1 | — | — |