Classification on Ionosphere (PR AUC and Std Dev)
97.5PR AUCNone
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NoneClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 97.5 | 0.003 | |
| BS1Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 97.4 | 0.003 | |
| CWClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 97.3 | 0.001 | |
| BS2Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 97.3 | 0.001 | |
| ROSClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 97.1 | 0.004 | |
| SMOTEClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 97.1 | 0.001 | |
| SMOTE K-tunedClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 97.1 | 0 | |
| CT GANClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 96.9 | 0.001 | |
| Forest DiffClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 96.9 | 0 | |
| RUSClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 96.3 | 0.009 | |
| MGS (d + 1)Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 96.2 | 0.002 | |
| NoneClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 95 | 0.001 | |
| NM1Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 93.3 | 0.002 | |
| CWClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 92.9 | 0.005 | |
| ROSClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 92.5 | 0.006 | |
| CT GANClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 91.6 | 0.013 | |
| RUSClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 88.5 | 0.006 | |
| BS2Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 86.8 | 0.011 | |
| Forest DiffClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 85.4 | 0.027 | |
| SMOTE K-tunedClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 84.8 | 0.002 | |
| BS1Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 84 | 0.014 | |
| MGS (d + 1)Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 82.6 | 0.023 | |
| SMOTEClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 81.5 | 0.029 | |
| NM1Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 52.2 | 0.056 |