Table 4 Results of Monotherapy Sensitivity Prediction in the Ablation Study
From: Predicting anticancer synergistic drug combinations based on multi-task learning
Method | MSE | RMSE | PCC |
|---|---|---|---|
MTLSynergy | 265.73±86.80 | 16.08±2.66 | 0.66±0.08 |
OnlySensitivity | 445.51±169.64 | 20.73±3.95 | 0.29±0.16 |
MTLSynergy-NoAE | 272.31±80.34 | 16.32±2.45 | 0.66±0.06 |
MTLSynergy-Regression | 280.19±72.81 | 16.60±2.18 | 0.63±0.06 |