Table 5.
AUC value of several methods on 10 cross validation batch datasets of Disorder723.
Methods | AUC Value of 10 cross Validation Batch Datasets | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | Mean | |
Iupred (long) | 0.747 | 0.764 | 0.645 | 0.758 | 0.727 | 0.702 | 0.732 | 0.694 | 0.747 | 0.689 | 0.721 |
Iupred (short) | 0.821 | 0.857 | 0.756 | 0.826 | 0.823 | 0.752 | 0.840 | 0.787 | 0.839 | 0.795 | 0.810 |
SPINE-D | 0.885 | 0.929 | 0.885 | 0.888 | 0.897 | 0.848 | 0.877 | 0.906 | 0.914 | 0.838 | 0.887 |
DisoPred3 | 0.894 | 0.932 | 0.892 | 0.920 | 0.910 | 0.846 | 0.879 | 0.896 | 0.917 | 0.840 | 0.893 |
DeepCNF-D | 0.904 | 0.947 | 0.875 | 0.886 | 0.917 | 0.861 | 0.903 | 0.909 | 0.939 | 0.868 | 0.901 |