Fold 1 - Understanding why coefficient 50561 was selected
Tag: 4 MENS
Selected Coefficient: 50561
Taxonomy Path: 1.8.8
Taxonomy Name: Apparel & Accessories > Shoes > Sneakers
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 50561 | 0.000000 | 1.8.8 | 8.8.1 (8*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Sneakers | Yes |
These are the training products that have the "4 MENS" tag (processing sequence 1123). 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 |
|---|---|---|---|---|---|---|---|
| 12035 | Men's Venice by Skuze Shoes | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 12037 | Men's Milano by Skuze Shoes | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none | |
| 12038 | Men's Miami by Skuze Shoes | 50561 | Apparel & Accessories > Shoes > Sneakers | none | 0 | none |