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Table 3 Comparison of our proposed method with other methods for antifreeze proteins dataset

From: Predicting antifreeze proteins with weighted generalized dipeptide composition and multi-regression feature selection ensemble

Method

MCC

ACC (%)

AFP-Pred

0.6674

83.38

AFP-PseAAC

0.800

89.69

TargetFreeze

0.819

90.95

W-GDipC + SVM

0.7704

88.41

W-GDipC + SGD

0.8239

91.10

W-GDipC + DT

0.8254

91.33

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BMC Bioinformatics

ISSN: 1471-2105

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