Fold 4 - Understanding why coefficient 25131 was selected
Tag: ARTISAN VINEGAR
Selected Coefficient: 25131
Taxonomy Path: 9.2.4
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Condiments & Sauces
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 25131 | 0.000006 | 9.2.4 | 4.2.9 (4*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Condiments & Sauces | Yes |
| 8899833 | 0.000006 | 9.2.4.18 | 18.4.2.9 (18*79^3 + 4*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | No |
These are the training products that have the "ARTISAN VINEGAR" tag (processing sequence 491). 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 |
|---|---|---|---|---|---|---|---|
| 7846 | Chenin Vinegar | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 8874702 | none | |
| 7886 | Rosé Pineau des Charentes Vinegar | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 8874702 | GREAT TASTE AWARD WINNERS | |
| 7897 | Mauzac 'Vin de Voile' Vinegar | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 8874702 | none | |
| 7848 | Elderflower Vinegar | 25131 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces | none | 0 | none | |
| 7885 | White Pineau des Charentes Vinegar | 25131 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces | none | 0 | GREAT TASTE AWARD WINNERS | |
| 7899 | Sugarcane Vinegar | 25131 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces | none | 0 | none |