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Table 3 The range of parameter tuning

From: Effect of machine learning methods on predicting NSCLC overall survival time based on Radiomics analysis

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]