Table 4.
Edge Correctness | Ancestor Correctness | F-score (Ancestor precision, ancestor recall) | |||||||
---|---|---|---|---|---|---|---|---|---|
Parent | Parent | Parent | |||||||
Root disease | Promotion | CliXO | MWST | Promotion | CliXO | MWST | Promotion | CliXO | MWST |
Cardiovascular disease | 0.06 | 0.09 | 0.07 | 0.32 | 0.18 | 0.11 | 0.50 | 0.27 | 0.21 |
(0.57, 0.44) | (0.24, 0.30) | (0.13, 0.48) | |||||||
Gastrointestinal disease | 0.17 | 0.13 | 0.03 | 0.37 | 0.26 | 0.14 | 0.55 | 0.39 | 0.26 |
(0.56, 0.53) | (0.36, 0.42) | (0.18, 0.48) | |||||||
Musculoskeletal disease | 0.16 | 0.08 | 0.10 | 0.15 | 0.26 | 0.09 | 0.26 | 0.41 | 0.17 |
(0.44, 0.18) | (0.42, 0.40) | (0.16, 0.19) | |||||||
Nervous System disease | 0.13 | 0.07 | 0.09 | 0.29 | 0.17 | 0.10 | 0.46 | 0.30 | 0.19 |
(0.70, 0.34) | (0.26, 0.34) | (0.13, 0.34) |
Average Edge Correctness (EC), Ancestor Correctness (AC), Ancestor Precision (AP), Ancestor Recall (AR) and F-score across four DO subnetworks. Standard deviation is shown in parentheses. Best performance across different inference techniques is highlighted as italic