Fold 4 - Understanding why coefficient 56802 was selected
Tag: 10 MENS
Selected Coefficient: 56802
Taxonomy Path: 1.8.9
Taxonomy Name: Apparel & Accessories > Shoes > Flats
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 56802 | 0.000000 | 1.8.9 | 9.8.1 (9*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Flats | Yes |
These are the training products that have the "10 MENS" tag (processing sequence 1270). 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 |
|---|---|---|---|---|---|---|---|
| 12048 | Men's Del Marina by Skuze Shoes | 56802 | Apparel & Accessories > Shoes > Flats | none | 0 | none |