Fold 3 - Understanding why coefficient 8899833 was selected
Tag: BALSAMIC VINEGAR REDUCTION
Selected Coefficient: 8899833
Taxonomy Path: 9.2.4.18
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 8899833 | 0.000000 | 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 | Yes |
These are the training products that have the "BALSAMIC VINEGAR REDUCTION" tag (processing sequence 123). 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 |
|---|---|---|---|---|---|---|---|
| 6260 | A&A CHERRY BALSAMIC VINEGAR | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6271 | A&A BLUEBERRY BALSAMIC VINEGAR | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6275 | A&A CREMA BIANCA | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6322 | A&A LEMON BALSAMIC VINEGAR | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6339 | A&A GINGER BALSAMIC VINEGAR | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6368 | A&A APPLE HONEY BALSAMIC VINEGAR | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6370 | A&A CRANBERRY-ORANGE BALSAMIC VINEGAR | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6371 | A&A CRANBERRY-ORANGE BALSAMIC VINEGAR - Wholesale | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6374 | A&A PEAR GINGER BALSAMIC VINEGAR | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6376 | A&A RASPBERRY BALSAMIC VINEGAR | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none | |
| 6390 | A&A ORANGE BALSAMIC VINEGAR | 8899833 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 0 | none |