Fold 0 - Understanding why coefficient 280294795 was selected
Tag: LINEN
Selected Coefficient: 280294795
Taxonomy Path: 1.1.10.2.11
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 280294795 | 1.000000 | 1.1.10.2.11 | 11.2.10.1.1 (11*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | Yes |
| -2928893 | 2.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No |
These are the training products that have the "LINEN" tag (processing sequence 1457). 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 |
|---|---|---|---|---|---|---|---|
| 1726 | Victoria Jacket - 100% Linen Knit | 280294795 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | none | 0 | none | |
| 1727 | Victoria Jacket - 100% Linen Knit | 280294795 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | none | 0 | none | |
| 6142 | Cassie Heavy Linen Blazer - Flamingo | -2928893 | BLAZER, VELVET | -283223688 | none |