Fold 3 - Understanding why coefficient 1253894 was selected
Tag: COLD
Selected Coefficient: 1253894
Taxonomy Path: 13.1.16.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 1253894 | 2.000145 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | Yes | |
| 240784424 | 2.000145 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| -110320 | 3.000000 | -13.1.16 | -16.1.13 (-(16*83^2 + 83 + 13)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "COLD" tag (processing sequence 4757). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 19822 | Elderberry Elixir | 240784424 | none | 239530530 | KIDS GLYCERITES, KIDS PAGE | ||
| 19744 | Chinese Coptis Extract | 1253894 | none | 0 | none | ||
| 24646 | Hand-Knotted Chullo Winter Magenta Pink Reversible. Alpaca Wool Blend with Earflaps Inca Culture Design. Rustic Unisex | 0 | SHAWL | -1253894 | HAT | ||
| 26878 | Ultra Quercetin Plus | -110320 | LIVER, JOINTS | -1364214 | LUNG |