AUC | ||||
---|---|---|---|---|
Method | Comparison with MCF-7+chem. | |||
Internal CV | Nested CV | t statistic | p-value | |
Best single result | 0.69 | 0.65 | -6.8 | 1 |
Mean of all results | 0.66 | 0.67 | -7.0 | 1 |
Mean of 5 best results | 0.72 | 0.73 | 6.8 | 9·10−7 |
Linear combination | 0.73 | 0.70 | -0.46 | 0.67 |
Random Forest | 0.84 | 0.71 | 1.8 | 0.05 |