Table 2.
Comprehensive comparisons with three existing enhancer prediction methods.
Comparison Targets | Method | ACC | AUC | Sens | Spec | GM | |
---|---|---|---|---|---|---|---|
EnhancerFinder [40] | EnhancerFinder | \ | 0.960 | \ | \ | \ | |
HACF | 0.915 | 0.962 | 0.904 | 0.928 | 0.916 | ||
DEEP [29] | Heart | DEEP | 0.822 | \ | 0.802 | 0.824 | 0.812 |
HACF | 0.941 | 0.919 | 0.964 | 0.690 | 0.734 | ||
Liver | DEEP | 0.745 | \ | 0.740 | 0.755 | 0.741 | |
HACF | 0.923 | 0.918 | 0.935 | 0.664 | 0.691 | ||
Brain | DEEP | 0.853 | \ | 0.832 | 0.855 | 0.843 | |
HACF | 0.940 | 0.918 | 0.960 | 0.698 | 0.744 | ||
iEnhancer-2L [32] | Layer I | iEnhancer-2L | 0.769 | 0.850 | 0.781 | 0.759 | \ |
HACF | 0.837 | 0.907 | 0.846 | 0.828 | 0.838 | ||
Layer II | iEnhancer-2L | 0.619 | 0.660 | 0.622 | 0.618 | \ | |
HACF | 0.714 | 0.789 | 0.713 | 0.716 | 0.715 |
HACF: hybrid abelian complexity features; ‘\’ represents “not provided by original publications”.