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. 2021 Jan 5;2(2):100019. doi: 10.1016/j.xhgg.2020.100019

Table 2.

Number of genes with expression prediction models for each method after filtering by cross-validated R2 in the ALL cohort

Method R2 > −0.1 R2 > −0.01 R2 > 0 R2 > 0.01 R2 > 0.05 R2 > 0.1 R2 > 0.5
EN 9,622 9,621 6,823 5,729 3,176 2,108 222
RF 9,544 4,924 4,158 3,651 2,449 1,687 194
SVR 9,622 8,929 5,355 3,772 2,185 1,454 141
KNN 9,263 4,193 3,206 2,601 1,422 839 28

Total gene models before filtering; EN = 9,622, RF = 9,623, SVR = 9,623, KNN = 9,623. EN, elastic net; RF, random forest; SVR, support vector regression; KNN, K nearest neighbor.