Fold 1 - Understanding why coefficient 2397547 was selected
Tag: PANTRY STAPLE
Selected Coefficient: 2397547
Taxonomy Path: 9.2.16.4
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Salt
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 2397547 | 0.000145 | 9.2.16.4 | 4.16.2.9 (4*83^3 + 16*83^2 + 2*83 + 9) | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Salt | Yes |
| 8604536 | 0.000435 | 9.2.4.15 | 15.4.2.9 (15*83^3 + 4*83^2 + 2*83 + 9) | No |
These are the training products that have the "PANTRY STAPLE" tag (processing sequence 3069). 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 |
|---|---|---|---|---|---|---|---|
| 7876 | Pickled Cherries | 8604536 | none | 6206989 | LA GUINELLE | ||
| 7866 | Gros Sel Gris | 2397547 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Salt | none | 0 | none | |
| 7873 | Fleur de Sel Vent d'Est | 2397547 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Salt | none | 0 | none | |
| 7874 | Fleur de Sel | 2397547 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Salt | none | 0 | none |