Classification on Breast Cancer 10% (PR AUC, std)
97.9PR AUCCT GAN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CT GANClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 97.9 | 0.005 | |
| NM1Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 97.6 | 0.008 | |
| NoneClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 96.7 | 0.006 | |
| MGS (d + 1)Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 96.6 | 0.009 | |
| ROSClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 95.8 | 0.002 | |
| CWClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 95.2 | 0.004 | |
| Forest DiffClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 94.8 | 0.004 | |
| SMOTEClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 94.7 | 0.004 | |
| SMOTE K-tunedClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 93.4 | 0.011 | |
| BS1Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 92 | 0.01 | |
| BS2Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 91.5 | 0.002 | |
| RUSClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 90.3 | 0.002 |