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Table 4 The overall performance of classifiers at the event level using the top-3 more discriminative features (coeficient_variation, fusion_distance, juntion_support)

From: On the evaluation of the fidelity of supervised classifiers in the prediction of chimeric RNAs

  RF   GBM   KNN   SVM  
  mean sd mean sd mean sd mean sd
ACC 97,98 0,12 97,85 0,20 97,43 0,61 97,98 0,12
Spe 95,67 0,84 95,39 1,02 94,63 2,04 95,94 0,65
Sen 98,71 0,11 98,77 0,13 98,33 0,23 98,63 0,25
Kappa 94,46 0,34 94,09 0,66 92,92 1,72 94,45 0,50
AUC 97,01 0,48 96,65 0,23 96,47 1,10 97,29 0,30