Fold 1 - Understanding why coefficient 1560330 was selected
Tag: FREE PEOPLE
Selected Coefficient: 1560330
Taxonomy Path: 1.1.13.3
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Cardigans
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 1560330 | 1.000000 | 1.1.13.3 | 3.13.1.1 (3*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | Yes |
| 4568652 | 1.000000 | 3.3.21.9 | 9.21.3.3 (9*79^3 + 21*79^2 + 3*79 + 3) | No |
These are the training products that have the "FREE PEOPLE" tag (processing sequence 1447). 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 |
|---|---|---|---|---|---|---|---|
| 1082 | Wild Heart Mini Slip | 4568652 | FEMININE DRESS | 3008322 | MINI DRESSES | ||
| 1000 | Lila Cardi | 1560330 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 0 | none |