Table 6.
Phenotype | SNPs | Best model | YRI_ED accuracy | YRI_FD accuracy |
---|---|---|---|---|
YRI_5_1 | 236 | RUS | 66 | 48 |
YRI_5_2 | 26 | Random forest | 85 | 54 |
YRI_5_3 | 10 | Random forest | 61 | 44 |
YRI_5_4 | 1048 | SVM | 71 | 38 |
YRI_10_1 | 1086 | SVM | 76 | 46 |
YRI_10_2 | 11 | Random forest | 66 | 48 |
YRI_10_3 | 1110 | Random forest | 71 | 48 |
YRI_10_4 | 36 | RUS | 61 | 32 |
The first, second, third, fourth, and fifth columns show the phenotype, the optimal number of SNPs, the best model for the YRI_ED dataset, accuracy on the YRI_ED dataset, and the final accuracy on the YRI_FD dataset