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Table 1 Classification results

From: Predictive modeling of anti-malarial molecules inhibiting apicoplast formation

Classifier*

TP rate

FP Rate

TN rate

FN rate

ROC area

Accuracy (%)

BCR#

Cost

CSC NB

41.8

21.4

78.6

58.2

65.1

74.81

59.5

2

CSC RF

51

20.9

79.1

49

70.8

76.27

64

40

MetaCost J48

44.6

21.1

78.9

55.4

62.3

75.38

61

9

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