Fold 0 - Understanding why coefficient 1073733 was selected
Tag: ARTISAN BLENDED
Selected Coefficient: 1073733
Taxonomy Path: 0.0.0.3
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 1073733 | 3.000003 | 0.0.0.3 | 3.0.0.0 (3*71^3) | Yes | |
| 0 | 3.000006 | 0 | 0 (0) | No | |
| 438718 | 4.000003 | 9.2.16.1 | 1.16.2.9 (357911 + 16*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Herbs & Spices | No |
| 1512451 | 4.000003 | 9.2.16.4 | 4.16.2.9 (4*71^3 + 16*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Salt | No |
| -6462713 | 5.000000 | -9.2.4.18 | -18.4.2.9 (-(18*71^3 + 4*71^2 + 2*71 + 9)) | No |
These are the training products that have the "ARTISAN BLENDED" tag (processing sequence 447). 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 | 1512451 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Salt | none | 438718 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Herbs & Spices | GOURMET SEASONING |
| 6379 | A&A SIENA SEASONING SALT | 1073733 | SALT | 0 | none | ||
| 6380 | A&A VERONA SEASONING SALT | 1073733 | SALT | 0 | none | ||
| 6342 | A&A NAPOLI SEASONING BLEND | 438718 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Herbs & Spices | none | -635015 | none | |
| 6340 | A&A ITALIAN SEASONING BLEND | 0 | SALT | -1073733 | none | ||
| 6341 | A&A ITALIAN SEASONING BAG DIPPING SET | -6462713 | SALT, 100% NATURAL | -7536446 | ARTISAN GIFT BASKET |