Ranking of active (1) and inactive (0) compounds due to predicted probability | ||||||||||
(a) | 11011111110111000000010000000000000000000000010000000000000000100 | |||||||||
(b) | 11011111110111000000010000000000000000000000010000000000001000000 | |||||||||
(c) | 11011111110111000000010000000000000000000100000000000000000000100 | |||||||||
(d) | 11011111110111000100000000000000000000000000010000000000000000100 | |||||||||
(e) | 11111101110111000000010000000000000000000000010000000000000000100 |
AUROC | \(\Delta \) | AUPRC | \(\Delta \) | EF-5% | \(\Delta \) | BEDROC-20 | \(\Delta \) | BEDROC-100 | \(\Delta \) | |
---|---|---|---|---|---|---|---|---|---|---|
(a) | 0.864 | 0.772 | 2.9 | 0.884 | 0.885 | |||||
(b) | 0.869 | +0.005 | 0.773 | +0.001 | 2.9 | 0 | 0.889 | +0.005 | 0.889 | +0.003 |
(c) | 0.869 | +0.005 | 0.774 | +0.002 | 2.9 | 0 | 0.889 | +0.005 | 0.89 | +0.004 |
(d) | 0.869 | +0.005 | 0.78 | +0.009 | 2.9 | 0 | 0.89 | +0.006 | 0.892 | +0.006 |
(e) | 0.869 | +0.005 | 0.822 | +0.051 | 4.3 | +1.4 | 0.89 | +0.006 | 0.893 | +0.008 |