Fold 2 - Understanding why coefficient 9754999 was selected
Tag: NON-PAREILS
Selected Coefficient: 9754999
Taxonomy Path: 9.2.5.17
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 9754999 | 0.000290 | 9.2.5.17 | 17.5.2.9 (17*83^3 + 5*83^2 + 2*83 + 9) | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | Yes |
| 592629 | 0.000726 | 9.2.3.1 | 1.3.2.9 (571787 + 3*83^2 + 2*83 + 9) | No |
These are the training products that have the "NON-PAREILS" tag (processing sequence 3225). 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 |
|---|---|---|---|---|---|---|---|
| 7386 | Orange-White Nonpareils | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none | |
| 7391 | Pink-Yellow Nonpareils | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none | |
| 7392 | Pink-White Nonpareils | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none | |
| 7361 | Purple-White Nonpareils | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none | |
| 7327 | Yellow-White Nonpareils | 9754999 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 0 | none | |
| 7345 | Red-Yellow Nonpareils | 592629 | none | -9162370 | none | ||
| 7402 | White-Black Nonpareils | 592629 | none | -9162370 | none |