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Table 5 Comparison of BLProt with other machine learning methods

From: BLProt: prediction of bioluminescent proteins based on support vector machine and relieff feature selection

Method

Sensitivity

(%)

Specificity

(%)

MCC

Accuracy

(%)

J4.8

69.50

75.79

0.4518

73.11

PART

63.12

72.11

0.3519

68.28

IBK

76.60

69.47

0.4556

72.51

Random Forest

75.18

73.16

0.4787

74.02

AdaBoost

68.79

72.63

0.4117

71.00

BLProt

74.47

84.21

0.5904

80.06

  1. MCC - Matthew's correlation coefficient
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BMC Bioinformatics

ISSN: 1471-2105

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