Skip to main content

Advertisement

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