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Table 3 Performance of the informative features

From: Using amino acid features to identify the pathogenicity of influenza B virus

Features

ACC

SE

SP

MCC

TP

TN

FP

FN

Class features

94.0

94.1

93.8

87.9

814

806

53

51

Probabilistic features

93.9

94.6

93.1

87.7

818

800

59

47

Optimal class features

94.2

95.0

93.4

88.4

822

802

57

43

Optimal probabilistic features

94.1

94.9

93.3

88.2

820

802

58

44

  1. SE sensitivity, SP specificity, ACC accuracy, MCC Matthew’s correlation coefficient, TP true positive, TN true negative, FP false positive, FN false negative