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Table 2 Maximum CI with confidence interval for each machine learning method on the merged validation fold

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

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]

  1. FS feature selection method