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Table 1 Area under the curve corresponding to ROC curves for individual trees and three ensembles using four validation datasets. A sample was classified as hypoxic when the mean probability given by the ensemble or individual tree surpassed a given threshold between 0 and 1

From: Hypoxia classifier for transcriptome datasets

Model

Time series

RNA fractions

ccRC

Mouse

Ensemble 276 trees

0.978

0.967

0.969

0.953

Ensemble top 20

0.991

1.000

0.990

0.946

Ensemble selected 3

0.958

0.955

0.990

0.936

Tree 125

0.958

0.955

0.944

0.910

Tree 241

0.903

0.909

0.899

0.794

Tree 42

0.903

0.909

0.656

0.882