Table 4 Correlation coefficient between predicted and actual AUCs (correlation), and normalized mean square error (NMSE) for predicting AUC of our best single predictor, the RF GE, and linear stacking of five individual predictive models that appear in bold in Table 2
From: Investigation of model stacking for drug sensitivity prediction
| Â | Correlation | NMSE |
|---|---|---|
RF GE | 0.7276 | 0.791 |
RF GE + KNN Residual | 0.7550 | 0.7225 |
Linear Stacking Ensemble | 0.7746 | 0.6705 |