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Table 11 Results of DNNs with AC, CT, LD and MCD feature descriptors on S. cerevisiae

From: Predicting protein-protein interactions using high-quality non-interacting pairs

Model Dimension ACC PE RE SPE MCC F 1 AUC
DNNs-AC (210+210) 94.25% ± 0.22% 94.70% ± 0.49% 93.75% ± 0.26% 94.74% ± 0.56% 88.50% ± 0.45% 94.22% ± 0.19% 98.15% ± 0.08%
DNNs-CT (343+343) 94.37% ± 0.24% 95.55% ± 0.75% 93.09% ± 0.81% 95.67% ± 0.65% 88.78% ± 0.48% 94.30% ± 0.23% 98.20% ± 0.21%
DNNs-LD (630+630) 94.41% ± 0.14% 95.46% ± 0.41% 93.25% ± 0.44% 95.56% ± 0.44% 88.84% ± 0.28% 94.34% ± 0.15% 98.23% ± 0.06%
DNNs-MCD (882+882) 94.25% ± 0.22% 94.70% ± 0.49% 93.75% ± 0.26% 94.74% ± 0.56% 88.50% ± 0.45% 94.22% ± 0.19% 98.15% ± 0.08%
  1. ∙/ indicates whether DNNs-AC is statistically (according to pairwise t-test at 95% significance level) superior/inferior to the other descriptors