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. 2022 Feb 28;13:839540. doi: 10.3389/fgene.2022.839540

Table 3.

Five-Fold cross-validation results on three datasets by SAWRPI.

Dataset Fold Acc Prec Sen F1 MCC
RPI369 0 0.743 0.720 0.797 0.756 0.489
1 0.682 0.667 0.730 0.697 0.367
2 0.696 0.688 0.716 0.702 0.392
3 0.721 0.709 0.757 0.732 0.443
4 0.707 0.679 0.781 0.726 0.420
Average 0.710 ± 0.023 0.693 ± 0.022 0.756 ± 0.034 0.723 ± 0.024 0.422 ± 0.047
RPI488 0 0.918 0.976 0.851 0.909 0.842
1 0.897 0.972 0.795 0.875 0.800
2 0.876 0.911 0.879 0.895 0.746
3 0.918 0.955 0.875 0.913 0.838
4 0.866 0.878 0.818 0.847 0.729
Average 0.895 ± 0.024 0.938 ± 0.042 0.844 ± 0.036 0.888 ± 0.027 0.791 ± 0.052
RPI1807 0 0.963 0.954 0.981 0.967 0.925
1 0.969 0.965 0.981 0.973 0.938
2 0.963 0.957 0.978 0.967 0.925
3 0.966 0.964 0.975 0.970 0.931
4 0.975 0.967 0.989 0.978 0.950
Average 0.967 ± 0.005 0.961 ± 0.006 0.981 ± 0.005 0.971 ± 0.004 0.934 ± 0.011