Fold 4 - Understanding why coefficient 2072179 was selected
Tag: ARTISAN BLENDED
Selected Coefficient: 2072179
Taxonomy Path: 9.2.16.4
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Salt
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 2072179 | 1.000002 | 9.2.16.4 | 4.16.2.9 (4*79^3 + 16*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Salt | Yes |
| 593062 | 1.000006 | 9.2.16.1 | 1.16.2.9 (493039 + 16*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Herbs & Spices | No |
| -8306771 | 4.000000 | -0.0.67.16 | -16.67.0.0 (-(16*79^3 + 67*79^2)) | No |
These are the training products that have the "ARTISAN BLENDED" tag (processing sequence 486). 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 |
|---|---|---|---|---|---|---|---|
| 6375 | A&A POSITANO Seasoned SALT | 2072179 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Salt | none | 0 | none | |
| 6379 | A&A SIENA SEASONING SALT | 2072179 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Salt | none | 0 | none | |
| 6380 | A&A VERONA SEASONING SALT | 2072179 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Salt | none | 0 | none | |
| 6340 | A&A ITALIAN SEASONING BLEND | 593062 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Herbs & Spices | none | -1479117 | none | |
| 6341 | A&A ITALIAN SEASONING BAG DIPPING SET | -8306771 | 100% NATURAL | -10378950 | ARTISAN GIFT BASKET |