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Table 6 Cross-validation performance of the proposed model

From: TooT-T: discrimination of transport proteins from non-transport proteins

 nameSensitivity (%)Specificity (%)Accuracy (%)MCC
SVM     
 psiAAC82.69 ±00.2190.64 ±00.4186.13 ±00.150.7278 ±0.0036
 psiPAAC86.73 ±00.2987.99 ±00.5487.29 ±00.110.7448 ±0.0027
 psiPseAAC80.43 ±00.4391.47 ±00.4685.23 ±00.340.7142 ±0.0069
ATH     
 TCDB_exact56.9295.1773.550.5440
 TCDB_high85.9085.5085.720.7112
 TCDB_med90.3864.1778.980.5737
Proposed_Ensemble*90.15 ±00.2489.97 ±00.3490.07 ±00.070.7995 ±0.001
  1. The table lists the mean±sd performance of ten different runs of the 10-CV of the proposed ensemble. It also shows the performance of each of its constituent classifiers
  2. *The proposed model; ATH = Annotation Transfer by Homology