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Table 1 The specifics of the packages for each feature selection and machine learning method

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

Methods Software Packages Website Links
PCC SML toolbox corr
MI MIToolbox mi
CI Hisc rcorr.cens
Cox survival coxph
GB-Cox mboost mboost
GB-Cindex mboost mboost
CoxBoost CoxBoost CoxBoost
BST ipred bagging
RFS randomForestSRC rfsrc
SR survival survreg
SVCR survivalsvm survivalsvm
  1. SML statistics and machine learning