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Table 11 Comparison of prediction performance between our proposed method and other seven methods on the human dataset

From: Predicting protein-protein interactions via multivariate mutual information of protein sequences

Method AUROC AUPRC
  CV C1 C2 C3 CV C1 C2 C3
MMI+NMBAC 0.82 ±0.01 0.82 ±0.01 0.60 ±0.01 0.57 ±0.02 0.83 ±0.01 0.83 ±0.01 0.60 ±0.01 0.56 ±0.02
MMI 0.81 ±0.01 0.81 ±0.01 0.59 ±0.01 0.56 ±0.02 0.82 ±0.01 0.83 ±0.01 0.59 ±0.01 0.55 ±0.01
NMBAC 0.81 ±0.01 0.82 ±0.01 0.60 ±0.01 0.57 ±0.02 0.83 ±0.01 0.83 ±0.01 0.60 ±0.01 0.56 ±0.02
M1 0.81 ±0.01 0.81 ±0.01 0.61 ±0.01 0.58 ±0.03 0.82 ±0.01 0.82 ±0.01 0.60 ±0.01 0.57 ±0.03
M2 0.85 ±0.01 0.85 ±0.01 0.60 ±0.01 0.58 ±0.02 0.85 ±0.00 0.85 ±0.01 0.60 ±0.01 0.56 ±0.02
M3 0.63 ±0.01 0.64 ±0.01 0.55 ±0.01 0.50 ±0.00 0.67 ±0.01 0.67 ±0.01 0.57 ±0.02 0.52 ±0.05
M4 0.77 ±0.01 0.77 ±0.01 0.57 ±0.02 0.53 ±0.02 0.77 ±0.01 0.77 ±0.01 0.56 ±0.01 0.53 ±0.02
M5 0.81 ±0.01 0.81 ±0.01 0.59 ±0.01 0.54 ±0.02 0.82 ±0.01 0.82 ±0.01 0.59 ±0.01 0.54 ±0.02
M6 0.76 ±0.01 0.77 ±0.01 0.64 ±0.01 0.59 ±0.02 0.79 ±0.01 0.79 ±0.01 0.67 ±0.01 0.59 ±0.02
M7 0.56 ±0.01 0.56 ±0.01 0.53 ±0.01 0.54 ±0.02 0.56 ±0.01 0.56 ±0.01 0.53 ±0.01 0.54 ±0.02