Meta Features | Base features | MCC | NPV | ACC | PPV | SPE | SEN | AUC |
---|---|---|---|---|---|---|---|---|
M1-1 | DESC, DESC | 0.676 | 0.829 | 0.838 | 0.862 | 0.868 | 0.819 | 0.909 |
M1-2 | MGF, MGF | 0.599 | 0.784 | 0.799 | 0.815 | 0.792 | 0.806 | 0.878 |
M1-3 | MFP, MFP | 0.682 | 0.829 | 0.840 | 0.853 | 0.838 | 0.843 | 0.909 |
M1-4 | FPeV, FPeV | 0.636 | 0.820 | 0.817 | 0.819 | 0.795 | 0.839 | 0.897 |
M1-5 | SeV, SeV | 0.621 | 0.806 | 0.809 | 0.816 | 0.791 | 0.828 | 0.880 |
M2-1 | MGF, MFP | 0.691 | 0.826 | 0.846 | 0.864 | 0.850 | 0.842 | 0.919 |
M2-2 | MGF, DESC | 0.683 | 0.818 | 0.842 | 0.865 | 0.848 | 0.835 | 0.914 |
M2-3 | MGF, SeV | 0.685 | 0.837 | 0.842 | 0.848 | 0.830 | 0.854 | 0.916 |
M2-4 | MGF, FPeV | 0.682 | 0.828 | 0.841 | 0.854 | 0.833 | 0.848 | 0.916 |
M2-5 | MFP, DESC | 0.710 | 0.843 | 0.855 | 0.866 | 0.855 | 0.855 | 0.928 |
M2-6 | MFP, SeV | 0.698 | 0.838 | 0.849 | 0.861 | 0.844 | 0.853 | 0.921 |
M2-7 | MFP, FPeV | 0.690 | 0.831 | 0.845 | 0.859 | 0.840 | 0.850 | 0.920 |
M2-8 | DESC, SeV | 0.707 | 0.847 | 0.853 | 0.860 | 0.846 | 0.861 | 0.926 |
M2-9 | DESC, FPeV | 0.715 | 0.848 | 0.857 | 0.867 | 0.859 | 0.856 | 0.929 |
M2-10 | SeV, FPeV | 0.680 | 0.828 | 0.840 | 0.853 | 0.835 | 0.845 | 0.918 |
M3-1 | MGF, MFP, DESC | 0.707 | 0.851 | 0.853 | 0.857 | 0.841 | 0.866 | 0.924 |
M3-2 | MGF, MFP, SeV | 0.711 | 0.855 | 0.855 | 0.857 | 0.835 | 0.874 | 0.927 |
M3-3 | MGF, MFP, FPeV | 0.701 | 0.849 | 0.850 | 0.853 | 0.833 | 0.867 | 0.921 |
M3-4 | MGF, DESC, SeV | 0.710 | 0.847 | 0.855 | 0.864 | 0.849 | 0.861 | 0.926 |
M3-5 | MGF, DESC, FPeV | 0.706 | 0.853 | 0.852 | 0.855 | 0.831 | 0.874 | 0.928 |
M3-6 | MGF, SeV, FPeV | 0.697 | 0.844 | 0.849 | 0.854 | 0.838 | 0.859 | 0.925 |
M3-7 | MFP, DESC, SeV | 0.718 | 0.854 | 0.859 | 0.865 | 0.850 | 0.868 | 0.930 |
M3-8 | MFP, DESC, FPeV | 0.710 | 0.850 | 0.855 | 0.861 | 0.846 | 0.864 | 0.926 |
M3-9 | MFP, SeV, FPeV | 0.699 | 0.837 | 0.849 | 0.862 | 0.848 | 0.851 | 0.925 |
M3-10 | DESC, SeV, FPeV | 0.712 | 0.846 | 0.856 | 0.866 | 0.854 | 0.858 | 0.928 |
M4-1 | MGF, MFP, DESC, SeV | 0.711 | 0.850 | 0.855 | 0.861 | 0.841 | 0.869 | 0.927 |
M4-2 | MGF, MFP, DESC, FPeV | 0.719 | 0.851 | 0.860 | 0.869 | 0.853 | 0.867 | 0.929 |
M4-3 | MGF, MFP, SeV, FPeV | 0.705 | 0.846 | 0.852 | 0.859 | 0.846 | 0.859 | 0.921 |
M4-4 | MGF, DESC, SeV, FPeV | 0.707 | 0.849 | 0.853 | 0.859 | 0.841 | 0.865 | 0.926 |
M4-5 | MFP, DESC, SeV, FPV | 0.720 | 0.849 | 0.860 | 0.871 | 0.856 | 0.864 | 0.930 |
M5-1 | MGF, DESC, SeV, FPeV, MFP | 0.717 | 0.853 | 0.858 | 0.864 | 0.850 | 0.867 | 0.925 |