Survival Prediction on SEER cohort 2003 (external val)
0.039ICIPREDICT v3
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PREDICT v3training_dataset=non-imputed and non-rebalanced MA.27, optimization_target=ICI2025.09 | 0.039 | 0.037 | 0.765 | 0.75 | |
| XGBtraining_dataset=non-imputed and non-rebalanced MA.27, optimization_target=ICI2025.09 | 0.037 | 0.034 | 0.759 | 0.747 | |
| RSFtraining_dataset=non-imputed and non-rebalanced MA.27, optimization_target=ICI2025.09 | 0.02 | 0.019 | 0.753 | 0.741 | |
| Ensembletraining_dataset=non-imputed and non-rebalanced MA.27, optimization_target=ICI2025.09 | 0.018 | 0.016 | 0.792 | 0.779 | |
| f-PREDICT v3training_dataset=non-imputed and non-rebalanced MA.27, optimization_target=ICI2025.09 | 0.01 | 0.009 | 0.825 | 0.811 |