Fold 2 - Understanding why coefficient 3997585 was selected
Tag: LINEN
Selected Coefficient: 3997585
Taxonomy Path: 1.1.12.11
Taxonomy Name: Apparel & Accessories > Clothing > Pants > Trousers
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 3997585 | 1.000397 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | Yes |
| 280294795 | 1.000397 | 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 | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "LINEN" tag (processing sequence 958). 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 | 276297210 | none | |
| 1727 | Victoria Jacket - 100% Linen Knit | 280294795 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | none | 276297210 | none | |
| 6141 | Gwyneth Heavy Linen Wide Leg Pant - Flamingo | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 6143 | Hannah Linen Drawstring Pant - Black | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 1030 | Utility Tie Waist Trouser | 0 | TROUSERS | -3997585 | none |