Fold 4 - Understanding why coefficient 9 was selected
Tag: CUTLERY
Selected Coefficient: 9
Taxonomy Path: 9
Taxonomy Name: Food, Beverages & Tobacco
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? |
|---|---|---|---|---|---|
| 9 | 0.000000 | 9 | 9 (9) | Food, Beverages & Tobacco | Yes |
These are the training products that have the "CUTLERY" tag (processing sequence 631). 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 |
|---|---|---|---|---|---|---|---|
| 2428 | FORK/ Heavyweight Polystyrene, Black, 1000/cs-Food Service | 9 | Food, Beverages & Tobacco | none | 0 | none |