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. 2022 Nov 29;23:511. doi: 10.1186/s12859-022-05036-8

Table 6.

Results of SNPs transfer learning

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