Credit Default Prediction on Home Credit (test)
78.04AccXGBoost
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| XGBoost2025.05 | 78.04 | 76.98 | 75.19 | |
| LightGBM2025.05 | 77.97 | 76.89 | 74.96 | |
| CatBoost2025.05 | 77.89 | 76.65 | 75.03 | |
| Random Forest2025.05 | 76.93 | 75.51 | 73.57 | |
| AdaBoost2025.05 | 76.52 | 75.1 | 73.39 | |
| MLP2025.05 | 75.86 | 74.82 | 72.95 | |
| Logistic Regression2025.05 | 74.12 | 70.96 | 70.31 | |
| SVM2025.05 | 73.58 | 74.04 | 72.1 | |
| Decision Tree2025.05 | 73.5 | 69.28 | 71.62 | |
| KNN2025.05 | 72.15 | 68.42 | 69.38 | |
| Naive Bayes2025.05 | 70.79 | 66.41 | 67.5 |