Fold 3 - Understanding why coefficient 193270987 was selected
Tag: PREMIXED-COCKTAILS
Selected Coefficient: 193270987
Taxonomy Path: 9.1.1.6.4
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Premixed Spirits & Cocktail Mixes > Liquor & Spirit-Based Cocktails
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 193270987 | 0.000000 | 9.1.1.6.4 | 4.6.1.1.9 (4*83^4 + 6*83^3 + 6889 + 83 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Premixed Spirits & Cocktail Mixes > Liquor & Spirit-Based Cocktails | Yes |
These are the training products that have the "PREMIXED-COCKTAILS" tag (processing sequence 1709). 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 |
|---|---|---|---|---|---|---|---|
| 14917 | Margarita Cocktail Can 100ml | 193270987 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Premixed Spirits & Cocktail Mixes > Liquor & Spirit-Based Cocktails | none | 0 | none | |
| 14928 | Negroni Cocktail Can 100ml | 193270987 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Premixed Spirits & Cocktail Mixes > Liquor & Spirit-Based Cocktails | none | 0 | WHISKEY, GIN | |
| 15101 | Espresso Martini Cocktail Can 100ml | 193270987 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Premixed Spirits & Cocktail Mixes > Liquor & Spirit-Based Cocktails | none | 0 | none |