Classifier evaluation | CMP | NP | Combination | ||||||
---|---|---|---|---|---|---|---|---|---|
RO | chRCC | ccRCC | RO | chRCC | ccRCC | RO | chRCC | ccRCC | |
Average AUC | 0.864 | 0.898 | 0.871 | 0.853 | 0.865 | 0.884 | 0.928 | 0.955 | 0.939 |
95% CI | 0.792, 0.937 | 0.828, 0.968 | 0.780, 0.962 | 0.724, 0.933 | 0.797, 0.933 | 0.800, 0.969 | 0.838, 0.997 | 0.913, 0.996 | 0.880, 0.997 |
Balanced Accuracy | 0.822 | 0.918 | 0.863 | 0.845 | 0.832 | 0.900 | 0.928 | 0.940 | 0.943 |
Average Sensitivity | 0.844 | 0.950 | 0.775 | 0.789 | 0.850 | 0.825 | 0.956 | 0.950 | 0.900 |
Average Specificity | 0.800 | 0.886 | 0.971 | 0.900 | 0.814 | 0.957 | 0.900 | 0.929 | 0.986 |