Fold 1 - Understanding why coefficient 55523 was selected
Tag: SKIRT
Selected Coefficient: 55523
Taxonomy Path: 1.1.11
Taxonomy Name: Apparel & Accessories > Clothing > Outfit Sets
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? |
|---|---|---|---|---|---|
| 55523 | 0.000198 | 1.1.11 | 11.1.1 (11*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outfit Sets | Yes |
| 75687 | 0.000198 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
These are the training products that have the "SKIRT" tag (processing sequence 78). 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 |
|---|---|---|---|---|---|---|---|
| 6132 | LEVIS: Women's Iconic Paneled Denim Maxi Skirt | 75687 | Apparel & Accessories > Clothing > Skirts | none | 20164 | none | |
| 2377 | Saloos Floral Top & Skirt Co-Ord Set | 55523 | Apparel & Accessories > Clothing > Outfit Sets | none | 0 | DRESSES, FITS SIZE 18, PLUS SIZE, SALOOS |