Fold 1 - Understanding why coefficient 1110978 was selected
Tag: WORKOUT
Selected Coefficient: 1110978
Taxonomy Path: 1.1.20.2
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Boardshorts
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 1110978 | 0.000000 | 1.1.20.2 | 2.20.1.1 (2*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Boardshorts | Yes |
These are the training products that have the "WORKOUT" tag (processing sequence 1556). 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 |
|---|---|---|---|---|---|---|---|
| 1478 | Black Gumball Board Shorts | 1110978 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | 0 | ATHLETIC, SWIM, PANTS, APPAREL, BOTTOMS |