Fold 1 - Understanding why coefficient 3538727 was selected
Tag: GOOD AMERICAN
Selected Coefficient: 3538727
Taxonomy Path: 1.1.14.7
Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Jogger Shorts
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? |
|---|---|---|---|---|---|
| 3538727 | 0.000000 | 1.1.14.7 | 7.14.1.1 (7*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | Yes |
These are the training products that have the "GOOD AMERICAN" tag (processing sequence 1551). 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 |
|---|---|---|---|---|---|---|---|
| 833 | Better Than Leather Short | 3538727 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 0 | none |