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Table 4 Model assessment by 5-fold nested cross-validation

From: Predictive model of the first failure pattern in patients receiving definitive chemoradiotherapy for inoperable locally advanced non-small cell lung cancer (LA-NSCLC)

 

AUC of 5-fold nested cross-validation

Average AUC

Model with 16 features

0.719, 0.539, 0.587, 0.768, 0.748

0.672

Model with 13 features

0.750, 0.725, 0.533, 0.707, 0.747

0.692

Model with 11 features

0.750, 0.725, 0.533, 0.798, 0.747

0.709

Model with 10 features

0.750, 0.758, 0.533, 0.788, 0.747

0.715

Model with 9 features

0.739, 0.725, 0.546,0.778, 0.808

0.719