Fold 0 - Understanding why coefficient 3457602 was selected
Tag: ORDERING CRITICAL WINE
Selected Coefficient: 3457602
Taxonomy Path: 9.1.1.7
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine
Products with this tag: 5
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 | 2.000000 | 9.1.1.7 | 7.1.1.9 (7*79^3 + 6241 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "ORDERING CRITICAL WINE" tag (processing sequence 806). 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 |
|---|---|---|---|---|---|---|---|
| 14891 | Mosel Riesling Dry 2023 | 3457602 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | none | 0 | none | |
| 14892 | Columbia Valley Rose 2023 | 3457602 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | none | 0 | none | |
| 15062 | Sancerre Blanc 2023 | 3457602 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Wine | none | 0 | none | |
| 14872 | Costieres de Nimes Blanc 2023 | 0 | ORGANIC-WINES | -3457602 | none | ||
| 14889 | L'Effet Papillon Rose 2023 | 0 | ORGANIC-WINES | -3457602 | none |