Table 3 The range of parameter tuning
Methods | Parameters | Range of Parameters |
|---|---|---|
Cox | ||
GB-Cox | Number of boosting steps | [1, 500] |
GB-Cindex | Number of boosting steps | [1, 500] |
Coxboost | Number of boosting steps | [1, 500] |
BST | Minsplit | [1, 10] |
Number of trees | [1, 500] | |
RFS | Average terminal node size of forest | [1, 10] |
Number of trees | [1, 500] | |
SR | Assumed distribution | Weibull, Gaussian, Exponential |
SVCR | Parameter of regularization | [0.01, 1] |