Table 1 Accuracy (standard error across replicates in parentheses), measured as Pearson correlation between predicted and true genomic assisted values, and area under the operating characteristic curve for different methods and number of QTL
From: Genome-wide prediction of discrete traits using bayesian regressions and machine learning
# QTL | TBA | BTL | RF | L2B | LhB | |
|---|---|---|---|---|---|---|
Pearson correlation | 90 | 0.26 (0.03) | 0.33 (0.04) | 0.36 (0.04) | 0.37 (0.07) | 0.41 1 (0.07) |
1000 | 0.32 (0.16) | 0.35 (0.01) | 0.30 (0.03) | 0.24 (0.01) | 0.34 (0.02) | |
AUC | 90 | 0.61 (0.01) | 0.65 (0.02) | 0.70 (0.02) | 0.65 (0.04) | 0.69 (0.03) |
1000 | 0.66 (0.01) | 0.66 (0.00) | 0.69 (0.01) | 0.63 (0.01) | 0.66 (0.01) |