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[Preprint]. 2026 Oct 8:2026.09.18.26363428. Originally published 2026 Sep 21. [Version 2] doi: 10.64898/2026.09.18.26363428

Table 3. Stage-by-stage performance.

Stage Mother-
Child
Father-Child Sibling Twin Partner
Initial Training P:0.90 P:0.87 P:0.90 P:0.98 P:0.88
R:0.83 R:0.87 R:0.91 R:0.98 R:0.82
F1:0.86 F1:0.87 F1:0.90 F1:0.98 F1:0.85
Features Removal P:0.85 P:0.84 P:0.93 P:0.98 P:0.90
R:0.77 R:0.90 R:0.96 R:0.99 R:0.87
F1:0.81 F1:0.87 F1:0.94 F1:0.98 F1:0.88
Feature Engineering P:0.94 P:0.95 P:0.94 P:0.99 P:0.93
R:0.95 R:0.98 R:0.93 R:0.99 R:0.95
F1:0.94 F1:0.96 F1:0.94 F1:0.99 F1:0.94
Training-Data Refinement P:0.97 P:0.98 P:0.98 P:1.00 P:0.92
R:0.98 R:0.98 R:0.97 R:1.00 R:0.97
F1:0.97 F1:0.98 F1:0.98 F1:1.00 F1:0.94