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Table 2 Prediction performance for IDH mutation

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

Number of sitesSVMRandom forestAdaBoost
 ACCSENSPEACCSENSPEACCSENSPE
10,6420.9550.9730.9200.8950.9660.7640.9530.9730.916
90160.9610.9760.9330.9030.9710.7780.9370.9640.889
FS0.9480.9640.9200.9200.9610.8440.9370.9710.876
  1. FS Sites selected within each fold using feature importance, ACC Accuracy, SEN Sensitivity, SPE Specificity, AUC Area under the receiver operating characteristics curve