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. 2021 Jul 17:btab533. doi: 10.1093/bioinformatics/btab533

Table 2.

Performance comparison of our deep learning architecture and three sequence encoding schemes-based RF methods using 5-fold cross-validation

AUPRC
Human–virus PPI dataset Our method LD+RF CT+RF AC+RF
Human–HIV 0.974 0.972 0.970 0.972
Human–Herpes 0.768 0.741 0.737 0.699
Human–Papilloma 0.818 0.740 0.724 0.656
Human–Influenza 0.834 0.813 0.795 0.713
Human–Hepatitis 0.636 0.571 0.580 0.537
Human–Dengue 0.605 0.526 0.505 0.456
Human–Zika 0.746 0.720 0.718 0.698
Human–SARS-CoV-2 0.329 0.371 0.350 0.314