Table 2.
Maximum CI with confidence interval for each machine learning method on the merged validation fold
Methods | FS | Maximum CI | CFI of Maximum CI |
---|---|---|---|
GB-Cox | CI | 0.682 | [0.620, 0.744] |
CoxBoost | CI | 0.674 | [0.615, 0.731] |
Cox | MI | 0.646 | [0.578, 0.714] |
GB-Cindex | SCC | 0.357 | [0.290, 0.423] |
RFS | PCC | 0.627 | [0.558, 0.695] |
SR | MI | 0.380 | [0.310, 0.452] |
BST | SCC | 0.385 | [0.318, 0.450] |
SVCR | KCC | 0.405 | [0.341, 0.470] |
FS feature selection method