Fold 4 - Understanding why coefficient 20236 was selected
Tag: JERSEY
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 20236 | 0.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 2570982 | 0.000198 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
These are the training products that have the "JERSEY" tag (processing sequence 127). 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 |
|---|---|---|---|---|---|---|---|
| 884 | Ankh Life Baseball Jersey Custom “Mets” | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 2550746 | none | |
| 283 | EZ Dress, SHEER Jersey | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | AIR, LEISURE, LINGERIE |