Fold 4 - 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 | |
| 239420210 | 2.000145 | 70.81.59.3.5 | 5.3.59.81.70 (5*83^4 + 3*83^3 + 59*83^2 + 81*83 + 70) | No | |
| -239530530 | 3.000000 | -0.0.76.3.5 | -5.3.76.0.0 (-(5*83^4 + 3*83^3 + 76*83^2)) | No | |
| -1260854 | 3.000000 | -1.2.17.2 | -2.17.2.1 (-(2*83^3 + 17*83^2 + 2*83 + 1)) | No |
These are the training products that have the "COLD" tag (processing sequence 4756). 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 |
|---|---|---|---|---|---|---|---|
| 26878 | Ultra Quercetin Plus | 239420210 | LIVER, LUNG, FLU, JOINTS | 240674104 | none | ||
| 19822 | Elderberry Elixir | -1253894 | IMMUNE, KIDS PAGE | 0 | SIMPLE EXTRACTS | ||
| 24646 | Hand-Knotted Chullo Winter Magenta Pink Reversible. Alpaca Wool Blend with Earflaps Inca Culture Design. Rustic Unisex | -1260854 | SHAWL, BEANIE | -6960 | HAT | ||
| 19744 | Chinese Coptis Extract | -239530530 | IMMUNE | -238276636 | SIMPLE EXTRACTS, BITTER |