Fold 4 - Understanding why coefficient 81213 was selected
Tag: SS22
Selected Coefficient: 81213
Taxonomy Path: 1.1.13
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops
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? |
|---|---|---|---|---|---|
| 81213 | 0.000000 | 1.1.13 | 13.1.1 (13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops | Yes |
These are the training products that have the "SS22" tag (processing sequence 1846). 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 |
|---|---|---|---|---|---|---|---|
| 8587 | Teal Shawl Lapel Double Breasted Waistcoat | 81213 | Apparel & Accessories > Clothing > Clothing Tops | none | 0 | none |