Fold 4 - Understanding why coefficient 2294129 was selected
Tag: CIDER
Selected Coefficient: 2294129
Taxonomy Path: 9.1.1.4
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Hard Cider
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 2294129 | 0.000000 | 9.1.1.4 | 4.1.1.9 (4*83^3 + 6889 + 83 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Hard Cider | Yes |
These are the training products that have the "CIDER" tag (processing sequence 1326). 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 |
|---|---|---|---|---|---|---|---|
| 1410 | Mangrove Jack - Strawberry & Pear Cider Pouch | 2294129 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Hard Cider | none | 0 | none | |
| 23423 | Naughton - Lanthorn Black | 2294129 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Hard Cider | none | 0 | none | |
| 23438 | Nightingale - Night Bird | 2294129 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Hard Cider | none | 0 | none | |
| 23899 | Ascension - Pilot 440 Can | 2294129 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Hard Cider | none | 0 | none |