Binary Classification on iono (Mean AUC)
98.3822Mean AUCLightGBM
Evaluation results
| Method | Links | |
|---|---|---|
| LightGBMcross-validation=5-fold nested2025.12 | 98.3822 | |
| XGBoostcross-validation=5-fold nested2025.12 | 98.0622 | |
| SVMcross-validation=5-fold nested2025.12 | 97.9733 | |
| SSV-oriented Chipclasscross-validation=5-fold nested2025.12 | 97.7956 | |
| Random Forestcross-validation=5-fold nested2025.12 | 97.5378 | |
| ResNetcross-validation=5-fold nested2025.12 | 97.3156 | |
| kNNcross-validation=5-fold nested2025.12 | 92.9689 |