Table 5 Performance evaluation metrics of eight classifiers for original dataset consisting of PL+ and PL- molecules based on percentage split of 66:34.

From: Hybrid similarity relation based mutual information for feature selection in intuitionistic fuzzy rough framework and its applications

Classifiers

Sensitivity

Specificity

Accuracy

AUC

MCC

Navie Bayes

70.3

84.4

76.8

0.831

0.548

SMO

70.3

87.5

78.3

0.789

0.581

IBK

75.7

84.4

79.7

0.789

0.599

RARF

78.4

81.3

79.7

0.893

0.595

PART

56.8

81.3

68.1

0.700

0.388

JRip

78.4

65.6

72.5

0.733

0.445

RandomForest

75.7

81.3

78.3

0.868

0.568

J48

70.3

71.9

71.0

0.735

0.420

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