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Table 2 The average performance of classifiers at the read level using the top-3 more discriminative features (score_break_length, coefficient_variation, score_is_duplicate)

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

 

GBM

RF

KNN

SVM

Acc

95.01

95.16

94.29

93.49

Spe

92.64

93.02

92.44

92.05

Sen

96.42

96.42

95.39

94.35

Kappa

89.31

89.62

87.79

86.13

AUC

94.53

94.72

93.91

93.20