Fold 2 - Understanding why coefficient 1566571 was selected
Tag: APR2023
Selected Coefficient: 1566571
Taxonomy Path: 1.1.14.3
Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Chino Shorts
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? |
|---|---|---|---|---|---|
| 1566571 | 0.000000 | 1.1.14.3 | 3.14.1.1 (3*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Chino Shorts | Yes |
These are the training products that have the "APR2023" tag (processing sequence 1040). 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 |
|---|---|---|---|---|---|---|---|
| 11196 | Georgie Tailored Crossover Short | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 0 | none | |
| 11221 | Kenya High-Waisted Organic Cotton Short | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 0 | none |