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 |