Fold 3 - Understanding why coefficient 2955465 was selected
Tag: DENIM SHORTS
Selected Coefficient: 2955465
Taxonomy Path: 1.1.14.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 2955465 | 0.000000 | 1.1.14.5 | 5.14.1.1 (5*83^3 + 14*83^2 + 83 + 1) | Yes |
These are the training products that have the "DENIM SHORTS" tag (processing sequence 1275). 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 |
|---|---|---|---|---|---|---|---|
| 832 | Beginners Luck Slouch Sho | 2955465 | none | 0 | none | ||
| 9446 | Collie Dark Wash Denim Shorts | 2955465 | none | 0 | none | ||
| 9895 | Rosie Light Wash High Rise Shorts | 2955465 | none | 0 | GIRLZ OF COUNTRY, BOTTOMS | ||
| 26788 | HIGH RISE MIDI DESTROYED SHORTS | 2955465 | none | 0 | BOTTOMS |