Patient drug response prediction on TCGA–Drug
59.4AUROCPREDIKTOR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PREDIKTORvalidation=5-fold cross validation2026.07 | 59.4 | 56.5 | 55.3 | |
| Random Forestvalidation=5-fold cross validation2026.07 | 58.2 | 55.1 | 56.7 | |
| SVMvalidation=5-fold cross validation2026.07 | 57.6 | 55.8 | 49 | |
| XGBoostvalidation=5-fold cross validation2026.07 | 57 | 54.1 | 55.3 | |
| DeepCDRvalidation=5-fold cross validation2026.07 | 53.3 | 50.7 | 35.3 | |
| Precilyvalidation=5-fold cross validation2026.07 | 53.2 | 52.6 | 35.9 | |
| DeepTTAvalidation=5-fold cross validation2026.07 | 52.8 | 53.3 | 27.4 | |
| CSG2Avalidation=5-fold cross validation2026.07 | 52.2 | 52.9 | 60.3 | |
| GeneFormer+ECFPvalidation=5-fold cross validation2026.07 | 52.1 | 51.9 | 38.7 | |
| DRPretervalidation=5-fold cross validation2026.07 | 48.1 | 49.6 | 32.1 |