Fold 3 - Understanding why coefficient 50561 was selected
Tag: 11.5 WOMENS
Selected Coefficient: 50561
Taxonomy Path: 1.8.8
Taxonomy Name: Apparel & Accessories > Shoes > Sneakers
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 50561 | 0.000320 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | Yes |
| 6874 | 0.000481 | 1.8.1 | 1.8.1 (6241 + 8*79 + 1) | Apparel & Accessories > Shoes > Athletic Shoes | No |
| 56802 | 0.000481 | 1.8.9 | 9.8.1 (9*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Flats | No |
These are the training products that have the "11.5 WOMENS" tag (processing sequence 3132). 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 |
|---|---|---|---|---|---|---|---|
| 12047 | Women's Del Marina by Skuze Shoes | 56802 | Apparel & Accessories > Shoes > Flats | none | 6241 | none | |
| 12039 | Women's Venice by Skuze Shoes | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 12046 | Women's Miami by Skuze Shoes | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 12045 | Women's Milano by Skuze Shoes | 6874 | Apparel & Accessories > Shoes > Athletic Shoes | none | -43687 | none |