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. 2021 Jul 15;11:14505. doi: 10.1038/s41598-021-93645-3

Table 1.

Average out-of-sample test errors (rounded average model sparsity in parenthesis) for trac (a{1,1/2}) and sparse log-contrast models, respectively. Each row considers a different base level (OTU, genus, and family). Each number is averaged over ten different training/test splits of the sCD14 data.

Base level p trac (a = 1) trac (a = 1/2) Sparse log-contrast
OTU 539 6.3e+06 (7) 6.7e+06 (9) 6.8e+06 (8)
Genus 282 6.8e+06 (7) 7.1e+06 (8) 7.1e+06 (9)
Family 112 6.5e+06 (4) 6.5e+06 (5) 6.6e+06 (7)