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Prediction performance of each prediction model from external cross-validation
| Prediction Model | B | C, D Spearman’s rho correlation | M | B, C, D Area under ROC |
|---|---|---|
| Logistic regression | 0.158 (0.074 – 0.247) | 0.634 (0.581 – 0.689) |
| Gradient boosted trees | 0.174 (0.084 – 0.264) | 0.684 (0.632 – 0.737) |
| Random forest | 0.188 (0.097 – 0.277) | 0.682 (0.631 – 0.732) |
| Bayesian additive regression tree (BART) | 0.144 (0.054 – 0.230) | 0.680 (0.627 – 0.731) |
