Fold 0 - Understanding why coefficient 18503267039 was selected
Tag: CHEESECAKE
Selected Coefficient: 18503267039
Taxonomy Path: 9.2.1.4.1.6
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes > Cheesecakes
Products with this tag: 9
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 18503267039 | 0.000000 | 9.2.1.4.1.6 | 6.1.4.1.2.9 (6*79^5 + 38950081 + 4*79^3 + 6241 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes > Cheesecakes | Yes |
These are the training products that have the "CHEESECAKE" tag (processing sequence 168). 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 |
|---|---|---|---|---|---|---|---|
| 21557 | Biscoff Cheesecake | 18503267039 | Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes > Cheesecakes | none | 0 | none | |
| 21563 | Blueberry Cheesecake | 18503267039 | Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes > Cheesecakes | none | 0 | none | |
| 21568 | Caramel Cheesecake | 18503267039 | Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes > Cheesecakes | none | 0 | none | |
| 21600 | Individual Caramel Cheesecake | 18503267039 | Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes > Cheesecakes | none | 0 | none | |
| 21603 | Individual New York Cheesecake | 18503267039 | Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes > Cheesecakes | none | 0 | none | |
| 21604 | Individual Passionfruit Cheesecake | 18503267039 | Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes > Cheesecakes | none | 0 | none | |
| 21614 | New York Cheesecake | 18503267039 | Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes > Cheesecakes | none | 0 | none | |
| 21618 | Passionfruit Cheesecake | 18503267039 | Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes > Cheesecakes | none | 0 | none | |
| 21744 | White Chocolate Raspberry Cheesecake | 18503267039 | Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes > Cheesecakes | none | 0 | none |