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Table 3 The performance of optimum feature subsets on four training sets using five-fold cross-validation

From: Prediction of bioluminescent proteins by using sequence-derived features and lineage-specific scheme

Lineage Number Sensitivity Specificity Accuracy MCC AUC
General 199 0.732 ± 0.010 0.949 ± 0.022 0.841 ± 0.006 0.698 ± 0.018 0.883 ± 0.007
Bacteria 174 0.832 ± 0.012 0.943 ± 0.016 0.888 ± 0.006 0.780 ± 0.013 0.920 ± 0.010
Eukaryota 204 0.667 ± 0.053 0.833 ± 0.053 0.750 ± 0.026 0.510 ± 0.054 0.806 ± 0.015
Archaea 129 0.825 ± 0.061 0.900 ± 0.094 0.863 ± 0.047 0.733 ± 0.095 0.917 ± 0.019
  1. The results are reported by maximizing the MCC value of prediction on the corresponding dataset