Classification on CHURN (F1-Macro, Acc)
75.2F1-MacroXNNTab
Evaluation results
| Method | Links | ||
|---|---|---|---|
| XNNTabModel Category=fully interpretable (✓)2025.09 | 75.2 | 86.1 | |
| MLPModel Category=blackbox (✕)2025.09 | 75.1 | 86 | |
| XGBoostModel Category=blackbox (✕)2025.09 | 75 | 86.1 | |
| Random ForestModel Category=blackbox (✕)2025.09 | 74.7 | 86.2 | |
| Decision TreeModel Category=fully interpretable (✓)2025.09 | 73.5 | 84.9 | |
| Logistic RegressionModel Category=fully interpretable (✓)2025.09 | 60.1 | 80.8 |