Classification on WineQuality
65.16AccuracyFAMeX
Evaluation results
| Method | Links | |
|---|---|---|
| FAMeXClassifier=Random Forest, Feature Importance Subset=Top 30%2026.05 | 65.16 | |
| FAMeXFeature selection=Top 30%, Classifier=Decision Tree2026.05 | 61.04 | |
| PFIClassifier=Random Forest, Feature Importance Subset=Bottom 30%2026.05 | 57.35 | |
| FAMeXClassifier=Naive Bayes, Feature Importance Subset=Top 30%2026.05 | 56.81 | |
| FAMeXClassifier=Random Forest, Feature Importance Subset=Bottom 30%2026.05 | 56.75 | |
| PFIFeature selection=Bottom 30%, Classifier=Decision Tree2026.05 | 56.75 | |
| PFIClassifier=Naive Bayes, Feature Importance Subset=Bottom 30%2026.05 | 55.83 | |
| FAMeXFeature selection=Bottom 30%, Classifier=Decision Tree2026.05 | 54.42 | |
| PFIFeature selection=Top 30%, Classifier=Decision Tree2026.05 | 53.17 | |
| PFIClassifier=Random Forest, Feature Importance Subset=Top 30%2026.05 | 52.94 | |
| SHAPFeature selection=Top 30%, Classifier=Decision Tree2026.05 | 52.72 | |
| SHAPClassifier=Random Forest, Feature Importance Subset=Top 30%2026.05 | 52.17 | |
| SHAPClassifier=Random Forest, Feature Importance Subset=Bottom 30%2026.05 | 49.86 | |
| SHAPFeature selection=Bottom 30%, Classifier=Decision Tree2026.05 | 49.8 | |
| PFIClassifier=Naive Bayes, Feature Importance Subset=Top 30%2026.05 | 49.31 | |
| SHAPClassifier=Naive Bayes, Feature Importance Subset=Top 30%2026.05 | 48.3 | |
| FAMeXClassifier=Naive Bayes, Feature Importance Subset=Bottom 30%2026.05 | 41.93 | |
| SHAPClassifier=Naive Bayes, Feature Importance Subset=Bottom 30%2026.05 | 40.39 |