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Table 3 Prediction performance for 1p/19q codeletion

From: RNA editing-based classification of diffuse gliomas: predicting isocitrate dehydrogenase mutation and chromosome 1p/19q codeletion

Number of sites

SVM

Random forest

AdaBoost

 

ACC

SEN

SPE

ACC

SEN

SPE

ACC

SEN

SPE

10,642

0.971

0.963

0.976

0.913

0.822

0.972

0.939

0.920

0.952

9016

0.983

0.988

0.980

0.918

0.853

0.960

0.932

0.920

0.940

FS

0.937

0.914

0.952

0.930

0.908

0.944

0.932

0.920

0.940

  1. FS Sites selected within each fold using feature importance, ACC Accuracy, SEN Sensitivity, SPE Specificity, AUC Area under the receiver operating characteristics curve