Fold 3 - Understanding why coefficient 766304 was selected
Tag: CARDIGAN
Selected Coefficient: 766304
Taxonomy Path: 1.1.10.2
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets
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? |
|---|---|---|---|---|---|
| 766304 | 0.000198 | 1.1.10.2 | 2.10.1.1 (2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | Yes |
| 1139338 | 0.000198 | 1.1.13.3 | 3.13.1.1 (3*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
These are the training products that have the "CARDIGAN" tag (processing sequence 113). 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 |
|---|---|---|---|---|---|---|---|
| 372 | Leopard Print Loose Cardigan | 1139338 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 373034 | none | |
| 375 | Printed Long Sleeve Loose Cardigan | 766304 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | 0 | none |