Table 2.
Cell Line | TF | DeepBind | DanQ | WSCNNLSTM | DeepD2V | Cell Line | TF | DeepBind | DanQ | WSCNNLSTM | DeepD2V |
---|---|---|---|---|---|---|---|---|---|---|---|
Gm12878 | Batf | 0.887 | 0.904 | 0.906 | 0.939 | H1hesc | Rad | 0.973 | 0.978 | 0.981 | 0.984 |
Gm12878 | Bcl1 | 0.823 | 0.831 | 0.844 | 0.907 | H1hesc | Sin3 | 0.894 | 0.898 | 0.912 | 0.927 |
Gm12878 | Bcl3 | 0.858 | 0.884 | 0.892 | 0.927 | H1hesc | Sp1 | 0.874 | 0.874 | 0.885 | 0.930 |
Gm12878 | Bclaf | 0.843 | 0.852 | 0.866 | 0.898 | H1hesc | Srf | 0.949 | 0.956 | 0.964 | 0.966 |
Gm12878 | Ebf | 0.861 | 0.877 | 0.882 | 0.910 | H1hesc | Taf1 | 0.908 | 0.911 | 0.912 | 0.927 |
Gm12878 | Egr1 | 0.934 | 0.942 | 0.949 | 0.960 | H1hesc | Tcf12 | 0.850 | 0.863 | 0.874 | 0.922 |
Gm12878 | Elf1 | 0.905 | 0.914 | 0.912 | 0.927 | H1hesc | Usf1 | 0.973 | 0.978 | 0.981 | 0.984 |
Gm12878 | Ets1 | 0.912 | 0.868 | 0.929 | 0.951 | H1hesc | Yy1 | 0.923 | 0.929 | 0.939 | 0.955 |
Gm12878 | Irf4 | 0.833 | 0.815 | 0.847 | 0.891 | K562 | Atf3 | 0.931 | 0.945 | 0.952 | 0.954 |
Gm12878 | Mef2a | 0.852 | 0.837 | 0.876 | 0.927 | K562 | E2f6 | 0.935 | 0.943 | 0.945 | 0.958 |
Gm12878 | Nrsf | 0.899 | 0.905 | 0.915 | 0.937 | K562 | Egr1 | 0.947 | 0.954 | 0.960 | 0.967 |
Gm12878 | Pax5c20 | 0.850 | 0.861 | 0.866 | 0.905 | K562 | Elf1 | 0.943 | 0.941 | 0.947 | 0.952 |
Gm12878 | Pax5n19 | 0.845 | 0.845 | 0.872 | 0.928 | K562 | Ets1 | 0.0.883 | 0.893 | 0.891 | 0.918 |
Gm12878 | Pbx3 | 0.855 | 0.879 | 0.879 | 0.931 | K562 | Fosl1 | 0.935 | 0.945 | 0.949 | 0.960 |
Gm12878 | Pou2 | 0.819 | 0.835 | 0.843 | 0.894 | K562 | Gabp | 0.932 | 0.927 | 0.943 | 0.961 |
Gm12878 | Pu1 | 0.949 | 0.962 | 0.967 | 0.977 | K562 | Gata2 | 0.827 | 0.844 | 0.847 | 0.885 |
Gm12878 | Rad21 | 0.978 | 0.985 | 0.988 | 0.988 | K562 | Hey1 | 0.875 | 0.879 | 0.875 | 0.891 |
Gm12878 | Sp1 | 0.800 | 0.810 | 0.821 | 0.883 | K562 | Max | 0.905 | 0.914 | 0.926 | 0.944 |
Gm12878 | Srf | 0.883 | 0.890 | 0.922 | 0.949 | K562 | Nrsf | 0.880 | 0.883 | 0.901 | 0.943 |
Gm12878 | Taf1 | 0.887 | 0.904 | 0.906 | 0.939 | K562 | Pu1 | 0.971 | 0.981 | 0.983 | 0.987 |
Gm12878 | Tcf12 | 0.871 | 0.879 | 0.890 | 0.917 | K562 | Rad21 | 0.982 | 0.989 | 0.991 | 0.992 |
Gm12878 | Usf1 | 0.918 | 0.948 | 0.953 | 0.961 | K562 | Srf | 0.878 | 0.855 | 0.898 | 0.939 |
Gm12878 | Yy1 | 0.888 | 0.891 | 0.901 | 0.927 | K562 | Taf1 | 0.898 | 0.909 | 0.909 | 0.925 |
H1hesc | Gabp | 0.905 | 0.913 | 0.916 | 0.937 | K562 | Usf1 | 0.973 | 0.978 | 0.981 | 0.984 |
H1hesc | Nrsf | 0.945 | 0.950 | 0.959 | 0.969 | K562 | Yy1 | 0.912 | 0.914 | 0.920 | 0.940 |
Average ROC AUC | 0.899 | 0.905 | 0.915 | 0.939 |