Fold 4 - Understanding why coefficient 6983759 was selected
Tag: STAR
Selected Coefficient: 6983759
Taxonomy Path: 1.1.13.14
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts
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? |
|---|---|---|---|---|---|
| 6983759 | 0.000000 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | Yes |
These are the training products that have the "STAR" tag (processing sequence 1557). 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 |
|---|---|---|---|---|---|---|---|
| 8356 | Leopard Star | Ash | Sweatshirt | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 0 | COZY |