Table 3.
Classification results (AUC) for each model for the different data sets (each denoted by the negative class) at the end of day 3 and at the end of day 5.
Model | Day | KIDn | Aneuplody | Discarded | Hard-discarded |
---|---|---|---|---|---|
A (multi class model) | 3 | 0.561 | 0.630 | 0.718 | 0.590 |
5 | 0.653 | 0.827 | 0.916 | 0.849 | |
B (integration of A) | 5 | 0.656 | 0.837 | 0.927 | 0.868 |
C (pair model over B) | 3 | 0.620 | 0.710 | 0.865 | 0.780 |
5 | 0.669 | 0.869 | 0.965 | 0.924 | |
D (integration of C) | 5 | 0.671 | 0.875 | 0.967 | 0.929 |
E (pair model over D) | 3 | 0.624 | 0.774 | 0.861 | 0.780 |
5 | 0.678 | 0.897 | 0.967 | 0.935 | |
F (integration of E) | 5 | 0.681 | 0.903 | 0.970 | 0.942 |
Liu et al.35 | 3 | 0.594 | 0.643 | 0.814 | 0.685 |
KIDScore-D336 | 3 | 0.582 | 0.641 | 0.832 | 0.707 |