Fold 1 - Understanding why coefficient 30389 was selected
Tag: BELTS
Selected Coefficient: 30389
Taxonomy Path: 1.2.6
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Belts
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 30389 | 0.000000 | 1.2.6 | 6.2.1 (6*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Belts | Yes |
These are the training products that have the "BELTS" tag (processing sequence 481). 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 |
|---|---|---|---|---|---|---|---|
| 1019 | Monterey Chevron Belt | 30389 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none | |
| 5517 | Long Red Faux Belt | 30389 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none | |
| 5619 | Long Kelly Green Faux Belt | 30389 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none | |
| 5629 | Long Gold Faux Belt | 30389 | Apparel & Accessories > Clothing Accessories > Belts | none | 0 | none |