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 |