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Table 4 Estimates of different performance metrics for discriminating detoxification-based resistant proteins from non-resistant proteins

From: DIRProt: a computational approach for discriminating insecticide resistant proteins from non-resistant proteins

Feature

Sn

Sp

Ac

Pre

MCC

AUC-ROC

AAC

0.898 ± 0.009

0.963 ± 0.006

0.931 ± 0.006

0.960 ± 0.007

0.863 ± 0.013

0.960 ± 0.007

DPC

0.911 ± 0.006

0.992 ± 0.004

0.951 ± 0.004

0.991 ± 0.004

0.905 ± 0.008

0.980 ± 0.004

PAAC

0.901 ± 0.008

0.965 ± 0.006

0.933 ± 0.006

0.962 ± 0.007

0.867 ± 0.012

0.960 ± 0.006

CTD

0.907 ± 0.007

0.990 ± 0.004

0.948 ± 0.005

0.989 ± 0.004

0.900 ± 0.009

0.974 ± 0.004

ACF

0.912 ± 0.007

0.969 ± 0.006

0.941 ± 0.005

0.968 ± 0.006

0.883 ± 0.010

0.959 ± 0.005

  1. Sn Sensitivity, Sp Specificity, Ac Accuracy, Pre Precision, MCC Matthew’s correlation coefficient, AUC-ROC area under ROC curves