Fold 0 - Understanding why coefficient -1260854 was selected
Tag: COLD
Selected Coefficient: -1260854
Taxonomy Path: -1.2.17.2
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? |
|---|---|---|---|---|---|
| -1260854 | 1.012048 | -1.2.17.2 | -2.17.2.1 (-(2*83^3 + 17*83^2 + 2*83 + 1)) | Yes | |
| 486446150 | 1.012048 | 82.0.62.20.10 | 10.20.62.0.82 (10*83^4 + 20*83^3 + 62*83^2 + 82) | No | |
| -240894744 | 2.000000 | -26.2.25.6.5 | -5.6.25.2.26 (-(5*83^4 + 6*83^3 + 25*83^2 + 2*83 + 26)) | No |
These are the training products that have the "COLD" tag (processing sequence 6171). 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 | 486446150 | FITNESS, JOINTS, LUNG, LIVER, BLOOD PRESSURE | 487707004 | none | ||
| 24646 | Hand-Knotted Chullo Winter Magenta Pink Reversible. Alpaca Wool Blend with Earflaps Inca Culture Design. Rustic Unisex | -1260854 | SHAWL, BEANIE | 0 | HAT, WRAP | ||
| 19744 | Chinese Coptis Extract | -240894744 | IMMUNE, BITTER, SIMPLE EXTRACTS | -239633890 | none |