Table 2.
Average out-of-sample test errors (rounded average model sparsity in parenthesis) for trac () and sparse log-contrast models, respectively. Each row represents the results for base level OTU, genus, and family. Each value is averaged over ten different training/test splits of the Central Park soil data.
| Base level | p | trac (a 1) | trac (a 1/2) | Sparse log-contrast |
|---|---|---|---|---|
| OTU | 3379 | 0.40 (10) | 0.39 (18) | 0.39 (33) |
| Genus | 2779 | 0.40 (13) | 0.38 (22) | 0.39 (26) |
| Family | 1492 | 0.39 (10) | 0.39 (15) | 0.40 (29) |