Fold 2 - Understanding why coefficient 8094659 was selected
Tag: COZY
Selected Coefficient: 8094659
Taxonomy Path: 1.1.13.14
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 8094659 | 1.000000 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | Yes | |
| -11518492 | 2.000000 | -1.1.12.20 | -20.12.1.1 (-(20*83^3 + 12*83^2 + 83 + 1)) | No |
These are the training products that have the "COZY" tag (processing sequence 3568). 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 |
|---|---|---|---|---|---|---|---|
| 8342 | VINTAGE | Clay | Sweatshirt | 8094659 | none | 0 | SWEATSHIRT | ||
| 8356 | Leopard Star | Ash | Sweatshirt | 8094659 | none | 0 | SWEATSHIRT | ||
| 27928 | Dell Cardi | -11518492 | SWEATER, BELLY PANEL | -19613151 | CARDIGAN |