Fold 2 - Understanding why coefficient 1554089 was selected
Tag: CHINO
Selected Coefficient: 1554089
Taxonomy Path: 1.1.12.3
Taxonomy Name: Apparel & Accessories > Clothing > Pants > Chinos
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 1554089 | 0.000000 | 1.1.12.3 | 3.12.1.1 (3*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Chinos | Yes |
These are the training products that have the "CHINO" tag (processing sequence 1321). 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 |
|---|---|---|---|---|---|---|---|
| 11843 | Dennis Slim Fit Plaid Pants | 1554089 | Apparel & Accessories > Clothing > Pants > Chinos | none | 0 | COTTON-BLEND, VALENTINESDAY | |
| 11890 | Marcel Slim Chino Pants | 1554089 | Apparel & Accessories > Clothing > Pants > Chinos | none | 0 | PANTS |