From: Sequence-based bacterial small RNAs prediction using ensemble learning strategies
Index | AUC | ACC | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
Balanced | Imbalanced | Balanced | Imbalanced | |||||||
1:1 | 1:2 | 1:3 | 1:4 | 1:5 | 1:1 | 1:2 | 1:3 | 1:4 | 1:5 | |
F1 | 0.682 | 0.718 | 0.730 | 0.729 | 0.738 | 0.560 | 0.691 | 0.754 | 0.804 | 0.840 |
F2 | 0.829 | 0.847 | 0.862 | 0.865 | 0.868 | 0.756 | 0.789 | 0.836 | 0.863 | 0.877 |
F3 | 0.909 | 0.917 | 0.921 | 0.928 | 0.930 | 0.834 | 0.856 | 0.887 | 0.905 | 0.915 |
F4 | 0.923 | 0.933 | 0.930 | 0.934 | 0.933 | 0.860 | 0.884 | 0.906 | 0.921 | 0.930 |
F5 | 0.912 | 0.894 | 0.872 | 0.869 | 0.863 | 0.842 | 0.864 | 0.882 | 0.896 | 0.910 |
F6 | 0.769 | 0.808 | 0.822 | 0.832 | 0.840 | 0.679 | 0.766 | 0.809 | 0.843 | 0.866 |
F7 | 0.880 | 0.902 | 0.910 | 0.917 | 0.922 | 0.797 | 0.842 | 0.870 | 0.894 | 0.909 |
F8 | 0.913 | 0.924 | 0.929 | 0.938 | 0.939 | 0.835 | 0.871 | 0.901 | 0.916 | 0.927 |
F9 | 0.632 | 0.657 | 0.667 | 0.679 | 0.691 | 0.516 | 0.619 | 0.707 | 0.755 | 0.791 |
F10 | 0.842 | 0.847 | 0.865 | 0.875 | 0.875 | 0.765 | 0.796 | 0.836 | 0.867 | 0.882 |
F11 | 0.924 | 0.926 | 0.933 | 0.941 | 0.944 | 0.855 | 0.879 | 0.901 | 0.920 | 0.930 |
F12 | 0.938 | 0.949 | 0.948 | 0.954 | 0.954 | 0.880 | 0.902 | 0.918 | 0.931 | 0.942 |
F13 | 0.937 | 0.932 | 0.923 | 0.924 | 0.920 | 0.874 | 0.897 | 0.910 | 0.925 | 0.936 |
F14 | 0.895 | 0.883 | 0.886 | 0.888 | 0.884 | 0.827 | 0.805 | 0.835 | 0.864 | 0.876 |
F15 | 0.931 | 0.922 | 0.922 | 0.924 | 0.921 | 0.862 | 0.855 | 0.876 | 0.895 | 0.902 |
F16 | 0.902 | 0.894 | 0.890 | 0.890 | 0.887 | 0.825 | 0.833 | 0.859 | 0.882 | 0.897 |
F17 | 0.905 | 0.898 | 0.901 | 0.903 | 0.899 | 0.825 | 0.822 | 0.854 | 0.877 | 0.897 |