Fold 1 - Understanding why coefficient 543055 was selected
Tag: TRACK
Selected Coefficient: 543055
Taxonomy Path: 9.1.8.1
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Beer
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 543055 | 0.000000 | 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 | Yes |
These are the training products that have the "TRACK" tag (processing sequence 1933). 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 |
|---|---|---|---|---|---|---|---|
| 24066 | Track - Sonoma AF | 543055 | Food, Beverages & Tobacco > Beverages > Low Alcohol & Alcohol-Free Beverages > Low Alcohol & Alcohol-Free Beer | none | 0 | PALE ALE |