Table 2.
Cross-validation model fit statistics for six scenarios
| Scenario | Training/prediction | Prediction ability (SE) | Slope (SE) | Mean top 10% |
|---|---|---|---|---|
| (a) Height | ||||
| Random-CV | 1558/413 | 0.58 (0.03) | 0.73 (0.07) | 0.38 (0.02) |
| Fullsib-CV | 2024/39 | 0.22 (0.18) | 0.39 (0.35) | 0.19 (0.19) |
| 4C | 2063/451 | 0.29 | 0.39 | 0.29 |
| 4C Full-Sib | 2063/57 | 0.16 | 0.16 | 0.33 |
| 4C Half-Sib | 2063/29 | 0.23 (0.13) | 0.23 (0.18) | 0.17 (0.21) |
| 4C Unrelated | 2063/186 | 0.24 | 0.56 | 0.25 |
| (b) Stem form | ||||
| Random-CV | 1558/413 | 0.78 (0.01) | 0.81 (0.04) | –0.37 (0.04) |
| Fullsib-CV | 2024/39 | 0.36 (0.16) | 0.44 (0.22) | –0.09 (0.33) |
| 4C | 2063/451 | 0.57 | 0.71 | –0.19 |
| 4C Full-Sib | 2063/57 | 0.37 | 0.17 | –0.02 |
| 4C Half-Sib | 2063/29 | 0.29 (0.27) | 0.26 (0.23) | 0.07 (0.32) |
| 4C Unrelated | 2063/186 | 0.04 | 0.07 | –0.11 |
For replicated scenarios, standard errors are provided after each estimate. Random-CV, random approximately fivefold cross validation within the ACE training population with 10 reps; Fullsib-CV, each full-sib family is predicted using a training set lacking any members from that full-sib family, with 51 reps; 4C, 451 fourth cycle trees are predicted using the ACE training population; 4C Full-Sib, fourth cycle trees within one family having full-sib relatives in the ACE training population; 4C Half-Sib, fourth cycle trees within seven families having half-sib relatives in the ACE training population; 4C Unrelated, fourth cycle trees not having direct parental relationships with the ACE training population.