Table 3 Correlation coefficients and NMSEs, in parenthesis, of second order linear ensemble with two component models for AUC prediction. Top 3 predictors are shown in bold
From: Investigation of model stacking for drug sensitivity prediction
| Â | KNN residual | NN GE | RF phy residual | RF GE |
|---|---|---|---|---|
Mean | 0.7181(0.8092) | 0.7120(0.8266) | 0.7090(0.8324) | 0.7264(0.7919) |
KNN Residual | Â | 0.7492(0.7341) | 0.7197(0.8092) | 0.7550(0.7225) |
NN GE | Â | Â | 0.7455(0.7457) | 0.7258(0.7919) |
RF Phys Residual | Â | Â | Â | 0.7504(0.7341) |