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Table 1 Classification results

From: Computational analysis and predictive modeling of small molecule modulators of microRNA

Classifier*

Cost

TP rate

FP Rate

ROC area

Accuracy (%)

BCR#(%)

CSC Naïve Bayes

38

54.5

20.1

72.8

79.85

66

CSC Random Forest

65000

60.2

19.0

77.3

81.19

70

  1. *CSC denotes CostSensitiveClassifier, # Balanced Classification Rate.