Fold 1 - Understanding why coefficient 499368 was selected
Tag: BITBROON
Selected Coefficient: 499368
Taxonomy Path: 9.1.1.1
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer
Products with this tag: 8
Unique residual values tried: 3
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 | 2.000160 | 9.1.1.1 | 1.1.1.9 (493039 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | Yes |
| 543055 | 2.000801 | 9.1.8.1 | 1.8.1.9 (493039 + 8*79^2 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Beer | No |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "BITBROON" tag (processing sequence 2046). 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 |
|---|---|---|---|---|---|---|---|
| 23738 | Sam Smiths - Sams Brown Ale AF | 543055 | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Beer | none | 43687 | none | |
| 23632 | Vault City - Barleywine 2024 | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 24010 | Durham - Redemption | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23892 | Allendale - Winter Ale | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23630 | Vault City - A Walking Study In Demonology | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23758 | Tartarus - Lachesis | 499368 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Beer | none | 0 | none | |
| 23693 | Verhaeghe - Duchesse De Bourgogne | 0 | INTERNATIONAL | -499368 | none | ||
| 23762 | Thirsty Moose - Canny Canuck | 0 | THIRSTY MOOSE | -499368 | none |