From: Ensemble learning for the early prediction of neonatal jaundice with genetic features
Variables | AUC | F1-score | Precision | Specific GV |
---|---|---|---|---|
CRF | 0.795 (0.761–830) | 0.217 (0.171–0.261) | 0.143 (0.113–0.171) | None |
CRF + GV4 | 0.807 (0.779–841) | 0.242 (0.195–0.286) | 0.165 (0.132–0.194) | HMOX1 (1)  rs2071749 UGT1A1 (3): rs4148323, rs6717546, rs6719561 |
CRF + GV11 | 0.813 (0.781–0.847) | 0.251 (0.198–0.298) | 0.176 (0.141–0.207) | HMOX1 (3)  (GT)n, rs9607267, rs2071749 UGT1A1 (8)  rs887829, (TA)n, rs4148323, rs1018124, rs6717546, rs11563250, rs6719561, rs4663972 |
CRF + GV36 | 0.830 (0.802–0.826) | 0.285 (0.229–0.333) | 0.217 (0.173–0.252) | HMOX1 (4)  rs2071746, (GT)n, rs9607267, rs2071749 UGT1A1 (9)  rs4399719, rs887829, (TA)n, rs4148323, rs1018124, rs6717546, rs11563250, rs6719561, rs4663972 BLVRA (6)  rs1181601, rs1181574, rs10486752, rs699512, rs17246016, rs589570 SLCO1B1 (17)  rs4149013, rs10743408, rs3899743, rs981262, rs7138177, rs4149026, rs976754, rs4149034, rs12313639, rs2306283, rs4149044, rs4149056, rs4149057, rs4363657, rs4149076, rs12578392, rs4149085 |