Fold 2 - Understanding why coefficient -239640850 was selected
Tag: COLD
Selected Coefficient: -239640850
Taxonomy Path: -13.1.9.4.5
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -239640850 | 1.000145 | -13.1.9.4.5 | -5.4.9.1.13 (-(5*83^4 + 4*83^3 + 9*83^2 + 83 + 13)) | Yes | |
| -1253894 | 1.000145 | -13.1.16.2 | -2.16.1.13 (-(2*83^3 + 16*83^2 + 83 + 13)) | No | |
| -689067 | 2.000000 | -1.2.17.1 | -1.17.2.1 (-(571787 + 17*83^2 + 2*83 + 1)) | No |
These are the training products that have the "COLD" tag (processing sequence 6192). 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 |
|---|---|---|---|---|---|---|---|
| 24646 | Hand-Knotted Chullo Winter Magenta Pink Reversible. Alpaca Wool Blend with Earflaps Inca Culture Design. Rustic Unisex | -689067 | SHAWL, HAT | 238951783 | none | ||
| 19822 | Elderberry Elixir | -1253894 | IMMUNE, KIDS PAGE | 238386956 | none | ||
| 19744 | Chinese Coptis Extract | -239640850 | IMMUNE, BITTER | 0 | none |