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. 2021 May 24;22(11):5521. doi: 10.3390/ijms22115521

Table 2.

AUC performance metric of DeepD2V with other deep learning model.

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