Fold 3 - Understanding why coefficient 499368 was selected
Tag: IMPERIAL STOUT
Selected Coefficient: 499368
Taxonomy Path: 9.1.1.1
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 499368 | 1.000000 | 9.1.1.1 | 1.1.1.9 (493039 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | Yes |
| 0 | 8.000000 | 0 | 0 (0) | No |
These are the training products that have the "IMPERIAL STOUT" tag (processing sequence 154). 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 |
|---|---|---|---|---|---|---|---|
| 23424 | Neon Raptor - Abandoned Dragons | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23434 | Neon Raptor - Chronoscepter | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23436 | Nerd x Emperor's - Dark Mode | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23645 | Vault City - Casualty Of Society | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23659 | Vault City - DDF M*rs Bar | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23727 | Sam Smiths - Imperial Stout | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23752 | Tartarus - Alecto | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23761 | Tartarus - Tisiphone | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23919 | Brew York - Collabor8 | 0 | BREW YORK | -499368 | none |