Fold 4 - Understanding why coefficient 511929 was selected
Tag: NON-PAREILS
Selected Coefficient: 511929
Taxonomy Path: 9.2.3.1
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 511929 | 2.000320 | 9.2.3.1 | 1.3.2.9 (493039 + 3*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | Yes |
| 8413035 | 2.000320 | 9.2.5.17 | 17.5.2.9 (17*79^3 + 5*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | No |
| 16826070 | 4.000160 | 18.4.10.34 | 34.10.4.18 (34*79^3 + 10*79^2 + 4*79 + 18) | No | |
| 8924964 | 4.000160 | 18.4.8.18 | 18.8.4.18 (18*79^3 + 8*79^2 + 4*79 + 18) | No |
These are the training products that have the "NON-PAREILS" tag (processing sequence 3113). 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 |
|---|---|---|---|---|---|---|---|
| 7403 | Red-Blue Nonpareils | 16826070 | COLOR_RED | 16314141 | none | ||
| 7345 | Red-Yellow Nonpareils | 8924964 | COLOR_RED | 8413035 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | |
| 7327 | Yellow-White Nonpareils | 8413035 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 7901106 | none | |
| 7340 | Pink-Blue Nonpareils | 8413035 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 7901106 | none | |
| 7351 | Yellow-Blue Nonpareils | 511929 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | 0 | none | |
| 7402 | White-Black Nonpareils | 511929 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | 0 | none |