Fold 4 - Understanding why coefficient 499368 was selected
Tag: INTERNATIONAL
Selected Coefficient: 499368
Taxonomy Path: 9.1.1.1
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 499368 | 0.000000 | 9.1.1.1 | 1.1.1.9 (493039 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | Yes |
These are the training products that have the "INTERNATIONAL" tag (processing sequence 424). 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 |
|---|---|---|---|---|---|---|---|
| 23410 | Huyghe - Delirium Tremens Can 500 | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23449 | Paulaner - Munchner Hell Can 500 | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23693 | Verhaeghe - Duchesse De Bourgogne | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | BITBROON | |
| 23980 | Chimay - White | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23982 | De La Senne - Jambe De Bois | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23988 | De La Senne - Stouterik | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | STOUT |