Fold 4 - Understanding why coefficient -1098496 was selected
Tag: COZY
Selected Coefficient: -1098496
Taxonomy Path: -1.1.18.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -1098496 | 2.000000 | -1.1.18.2 | -2.18.1.1 (-(2*79^3 + 18*79^2 + 79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 6983759 | 2.000000 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
These are the training products that have the "COZY" tag (processing sequence 2422). 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 | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 8082255 | none | |
| 8356 | Leopard Star | Ash | Sweatshirt | 0 | STAR | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | |
| 1479 | Black Gumball Star Bra | -1098496 | SPORTS BRA, ATHLETIC | 0 | none |