Table 6 Performance evaluation metrics of eight classifiers for reduced dataset generated by proposed approach 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

86.5

71.9

79.7

0.851

0.593

SMO

73.0

81.3

76.8

0.771

0.541

IBK

81.1

84.4

82.6

0.834

0.653

RARF

91.9

87.5

89.9

0.903

0.796

PART

78.4

84.4

81.2

0.890

0.626

LRip

54.1

93.8

72.5

0.735

0.512

RandomForest

81.1

87.5

84.1

0.904

0.684

J48

83.8

87.5

85.5

0.842

0.711

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