Fold 1 - Understanding why coefficient 507399621 was selected
Tag: HAND MADE
Selected Coefficient: 507399621
Taxonomy Path: 1.1.10.2.13
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Trench Coats
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? |
|---|---|---|---|---|---|
| 507399621 | 0.000000 | 1.1.10.2.13 | 13.2.10.1.1 (13*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Trench Coats | Yes |
These are the training products that have the "HAND MADE" tag (processing sequence 1236). 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 |
|---|---|---|---|---|---|---|---|
| 23259 | FRENCH TRENCH COAT | 507399621 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Trench Coats | none | 0 | none | |
| 23260 | FRENCH TRENCH COAT | 507399621 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Trench Coats | none | 0 | OUTERWEAR |