Fold 4 - Understanding why coefficient 45365996 was selected
Tag: LEMON
Selected Coefficient: 45365996
Taxonomy Path: 9.2.1.13.1
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Tarts
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? |
|---|---|---|---|---|---|
| 45365996 | 0.000000 | 9.2.1.13.1 | 1.13.1.2.9 (38950081 + 13*79^3 + 6241 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Tarts | Yes |
These are the training products that have the "LEMON" tag (processing sequence 1638). 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 |
|---|---|---|---|---|---|---|---|
| 21586 | Citron Tart | 45365996 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Tarts | none | 0 | TARTS |