Classification on Breast Cancer 20%
98.5PR AUCCT GAN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CT GANClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.5 | 0.001 | |
| NM1Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.4 | 0.002 | |
| NoneClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.2 | 0.002 | |
| SMOTEClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.2 | 0.001 | |
| SMOTE K-tunedClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.2 | 0.003 | |
| MGS (d + 1)Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98.1 | 0.003 | |
| ROSClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 98 | 0.001 | |
| CWClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 97.6 | 0.008 | |
| Forest DiffClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 97.6 | 0.007 | |
| RUSClassifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 97.5 | 0.001 | |
| BS1Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 97.2 | 0.001 | |
| BS2Classifier=Random Forest, Tree Depth Tuning=PR AUC2024.02 | 96 | 0.007 |