Fold 2 - Understanding why coefficient 1749981 was selected
Tag: ADJUNCT
Selected Coefficient: 1749981
Taxonomy Path: 9.2.5.3
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Baking Flavors & Extracts
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 1749981 | 0.000002 | 9.2.5.3 | 3.5.2.9 (3*83^3 + 5*83^2 + 2*83 + 9) | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Baking Flavors & Extracts | Yes |
| 1178194 | 0.000003 | 9.2.5.2 | 2.5.2.9 (2*83^3 + 5*83^2 + 2*83 + 9) | No |
These are the training products that have the "ADJUNCT" tag (processing sequence 3520). 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 |
|---|---|---|---|---|---|---|---|
| 1424 | Extract - Natural Black Currant - 4 oz | 1749981 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Baking Flavors & Extracts | none | 0 | none | |
| 1425 | Extract - Natural Lime - 1 Gallon | 1749981 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Baking Flavors & Extracts | none | 0 | none | |
| 1388 | Cacao Nibs 4oz | 1178194 | none | -571787 | none |