Fold 1 - Understanding why coefficient 3457602 was selected
Tag: SYRAH
Selected Coefficient: 3457602
Taxonomy Path: 9.1.1.7
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine
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? |
|---|---|---|---|---|---|
| 3457602 | 1.000000 | 9.1.1.7 | 7.1.1.9 (7*79^3 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | Yes |
| 6915204 | 2.000000 | 18.2.2.14 | 14.2.2.18 (14*79^3 + 2*79^2 + 2*79 + 18) | No |
These are the training products that have the "SYRAH" tag (processing sequence 1232). 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 |
|---|---|---|---|---|---|---|---|
| 15092 | Cotes du Rhone NV | 6915204 | RHONE | 3457602 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | none | |
| 14892 | Columbia Valley Rose 2023 | 3457602 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | none | 0 | none | |
| 15072 | Chateauneuf du Pape 2021 | 3457602 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | ORGANIC-WINES, RHONE | 0 | none |