Fold 2 - Understanding why coefficient 1978485 was selected
Tag: CIDER
Selected Coefficient: 1978485
Taxonomy Path: 9.1.1.4
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Hard Cider
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1978485 | 0.000000 | 9.1.1.4 | 4.1.1.9 (4*79^3 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Hard Cider | Yes |
These are the training products that have the "CIDER" tag (processing sequence 573). 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 | 1978485 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Hard Cider | none | 0 | none | |
| 11706 | Falsled Elefanter - Rodløs Cider | 1978485 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Hard Cider | none | 0 | none | |
| 23438 | Nightingale - Night Bird | 1978485 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Hard Cider | none | 0 | none | |
| 23729 | Sam Smiths - Organic Cider | 1978485 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Hard Cider | none | 0 | none | |
| 23899 | Ascension - Pilot 440 Can | 1978485 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Hard Cider | none | 0 | none |