Classification on Pima (Accuracy)
75.55AccuracyFAMeX
Evaluation results
| Method | Links | |
|---|---|---|
| FAMeXClassifier=Naive Bayes, Feature Importance Subset=Top 30%2026.05 | 75.55 | |
| SHAPClassifier=Naive Bayes, Feature Importance Subset=Top 30%2026.05 | 74.92 | |
| FAMeXClassifier=Random Forest, Feature Importance Subset=Top 30%2026.05 | 73.49 | |
| FAMeXFeature selection=Top 30%, Classifier=Decision Tree2026.05 | 68.91 | |
| PFIClassifier=Naive Bayes, Feature Importance Subset=Top 30%2026.05 | 67.98 | |
| SHAPClassifier=Random Forest, Feature Importance Subset=Top 30%2026.05 | 67.37 | |
| SHAPClassifier=Naive Bayes, Feature Importance Subset=Bottom 30%2026.05 | 66.46 | |
| SHAPFeature selection=Top 30%, Classifier=Decision Tree2026.05 | 65.72 | |
| FAMeXClassifier=Naive Bayes, Feature Importance Subset=Bottom 30%2026.05 | 65.62 | |
| PFIClassifier=Naive Bayes, Feature Importance Subset=Bottom 30%2026.05 | 65.55 | |
| FAMeXClassifier=Random Forest, Feature Importance Subset=Bottom 30%2026.05 | 63.64 | |
| SHAPFeature selection=Bottom 30%, Classifier=Decision Tree2026.05 | 61.5 | |
| SHAPClassifier=Random Forest, Feature Importance Subset=Bottom 30%2026.05 | 61.42 | |
| FAMeXFeature selection=Bottom 30%, Classifier=Decision Tree2026.05 | 59.79 | |
| PFIClassifier=Random Forest, Feature Importance Subset=Top 30%2026.05 | 59.44 | |
| PFIFeature selection=Bottom 30%, Classifier=Decision Tree2026.05 | 59.06 | |
| PFIClassifier=Random Forest, Feature Importance Subset=Bottom 30%2026.05 | 58.5 | |
| PFIFeature selection=Top 30%, Classifier=Decision Tree2026.05 | 57.48 |