Fold 0 - Understanding why coefficient 6874 was selected
Tag: 11.5 WOMENS
Selected Coefficient: 6874
Taxonomy Path: 1.8.1
Taxonomy Name: Apparel & Accessories > Shoes > Athletic Shoes
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 6874 | 0.000320 | 1.8.1 | 1.8.1 (6241 + 8*79 + 1) | Apparel & Accessories > Shoes > Athletic Shoes | Yes |
| 50561 | 0.000320 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
These are the training products that have the "11.5 WOMENS" tag (processing sequence 3083). 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 |
|---|---|---|---|---|---|---|---|
| 12039 | Women's Venice by Skuze Shoes | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 43687 | none | |
| 12046 | Women's Miami by Skuze Shoes | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 43687 | none | |
| 12044 | Women's Soho by Skuze Shoes | 6874 | Apparel & Accessories > Shoes > Athletic Shoes | none | 0 | none | |
| 12045 | Women's Milano by Skuze Shoes | 6874 | Apparel & Accessories > Shoes > Athletic Shoes | none | 0 | none |