Fold 2 - Understanding why coefficient 25044 was selected
Tag: WAREHOUSE SALE
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 25044 | 0.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
These are the training products that have the "WAREHOUSE SALE" tag (processing sequence 1403). 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 |
|---|---|---|---|---|---|---|---|
| 1460 | Aniela Dress in Blush | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | DRESSES, PLUS | |
| 1484 | Zoe Dress in Gingham | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | DRESSES |