Classification on Breast Cancer (PR AUC)
98.8PR AUCSMOTE K-tuned
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SMOTE K-tunedClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.8 | 0.1 | |
| ROSClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.7 | 0 | |
| NM1Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.7 | 0.1 | |
| MGS (d + 1)Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.7 | 0 | |
| RUSClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.6 | 0.2 | |
| NoneClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.5 | 0.4 | |
| SMOTEClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.5 | 0.3 | |
| CT GANClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.5 | 0.1 | |
| CWClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.4 | 0.4 | |
| BS1Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.4 | 0.3 | |
| Forest DiffClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.4 | 0.2 | |
| BS2Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 97.9 | 0 |