Fold 3 - Understanding why coefficient 499843 was selected
Tag: WAREHOUSE SALE
Selected Coefficient: 499843
Taxonomy Path: 10.7.1.1
Taxonomy Name: Furniture > Chairs > Armchairs, Recliners & Sleeper Chairs > Armchairs
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? |
|---|---|---|---|---|---|
| 499843 | 0.000000 | 10.7.1.1 | 1.1.7.10 (493039 + 6241 + 7*79 + 10) | Furniture > Chairs > Armchairs, Recliners & Sleeper Chairs > Armchairs | Yes |
These are the training products that have the "WAREHOUSE SALE" tag (processing sequence 1903). 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 |
|---|---|---|---|---|---|---|---|
| 11111 | Discontinued Stock - Chloe Arm Chair | 499843 | Furniture > Chairs > Armchairs, Recliners & Sleeper Chairs > Armchairs | none | 0 | none |