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Table 10 Comparison of prediction performance between our proposed method and other seven methods on the yeast 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 ±0.02 0.82 ±0.01 0.62 ±0.02 0.61 ±0.02 0.84 ±0.01 0.84 ±0.01 0.64 ±0.02 0.62 ±0.02
MMI 0.82 ±0.01 0.82 ±0.01 0.62 ±0.02 0.60 ±0.02 0.84 ±0.02 0.84 ±0.01 0.64 ±0.02 0.61 ±0.02
NMBAC 0.82 ±0.01 0.82 ±0.01 0.61 ±0.02 0.60 ±0.03 0.83 ±0.01 0.83 ±0.01 0.63 ±0.03 0.60 ±0.03
M1 0.82 ±0.01 0.82 ±0.01 0.61 ±0.02 0.58 ±0.03 0.83 ±0.02 0.83 ±0.01 0.62 ±0.02 0.57 ±0.03
M2 0.83 ±0.01 0.84 ±0.01 0.60 ±0.02 0.59 ±0.03 0.84 ±0.02 0.84 ±0.01 0.61 ±0.02 0.58 ±0.03
M3 0.61 ±0.01 0.61 ±0.01 0.53 ±0.01 0.50 ±0.01 0.65 ±0.02 0.65 ±0.02 0.56 ±0.03 0.53 ±0.07
M4 0.76 ±0.02 0.76 ±0.02 0.57 ±0.02 0.54 ±0.03 0.76 ±0.02 0.76 ±0.02 0.58 ±0.02 0.54 ±0.03
M5 0.80 ±0.02 0.80 ±0.01 0.58 ±0.01 0.55 ±0.02 0.78 ±0.02 0.78 ±0.01 0.57 ±0.02 0.54 ±0.02
M6 0.75 ±0.02 0.75 ±0.02 0.59 ±0.04 0.52 ±0.04 0.75 ±0.02 0.76 ±0.02 0.60 ±0.05 0.47 ±0.07
M7 0.58 ±0.02 0.58 ±0.01 0.54 ±0.02 0.52 ±0.03 0.60 ±0.02 0.60 ±0.02 0.55 ±0.02 0.53 ±0.02