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Table 1 Performances of AODEs and NBCs trained on Dset1

From: Homology-based prediction of interactions between proteins using Averaged One-Dependence Estimators

  Method AODE NBC p-value
  Performance measure AUC pAUC0.5% AUC pAUC0.5%  
I FSeq 0.69 ± 0.01 0.15 0.69 ± 0.01 0.15 0.734
II FDom 0.57 ± 0.01 0.07 0.57 ± 0.01 0.07 1.0
III FNet 0.77 ± 0.01 0.02 0.77 ± 0.01 0.02 1.0
IV FSeq + FDom 0.71 ± 0.01 0.16 0.70 ± 0.01 0.16 0.077
V FSeq + FNet 0.79 ± 0.01 0.15 0.77 ± 0.01 0.15 2.8e-08
VI FDom + FNet 0.79 ± 0.01 0.09 0.77 ± 0.01 0.09 2.7e-08
VII FSeq + FDom + FNet 0.79 ± 0.01 0.16 0.77 ± 0.01 0.16 3.9e-14
  1. The AUC and the pAUC0.5% values calculated with 10-fold CV on Dset1 are shown. AUC values given are the mean ± standard deviation. P-values are calculated.