Skip to main content

Advertisement

Table 2 Estimates of performance metrics for classification of detoxification and target-based resistant proteins, under different feature sets

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

Feature Sn Sp Ac Pre MCC AUC-ROC
AAC 0.927 ± 0.020 0.966 ± 0.042 0.946 ± 0.024 0.966 ± 0.041 0.894 ± 0.049 0.960 ± 0.023
DPC 0.967 ± 0.067 0.985 ± 0.031 0.976 ± 0.035 0.986 ± 0.029 0.955 ± 0.065 0.972 ± 0.051
PAAC 0.929 ± 0.016 0.952 ± 0.048 0.941 ± 0.027 0.953 ± 0.046 0.883 ± 0.054 0.956 ± 0.028
CTD 0.895 ± 0.042 0.979 ± 0.035 0.937 ± 0.024 0.979 ± 0.035 0.879 ± 0.047 0.935 ± 0.036
ACF 0.912 ± 0.041 0.927 ± 0.051 0.919 ± 0.037 0.927 ± 0.049 0.840 ± 0.074 0.967 ± 0.021
  1. Sn Sensitivity, Sp Specificity, Ac Accuracy, Pre Precision, MCC Matthew’s correlation coefficient, AUC-ROC area under ROC curves