Fold 1 - Understanding why coefficient 40928645 was selected
Tag: SPONGE
Selected Coefficient: 40928645
Taxonomy Path: 9.2.1.4.1
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 40928645 | 0.000000 | 9.2.1.4.1 | 1.4.1.2.9 (38950081 + 4*79^3 + 6241 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes | Yes |
These are the training products that have the "SPONGE" tag (processing sequence 1341). 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 |
|---|---|---|---|---|---|---|---|
| 21583 | Chocolate Grand Marnier Torte | 40928645 | Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes | none | 0 | none | |
| 21742 | Victoria Sponge | 40928645 | Food, Beverages & Tobacco > Food Items > Bakery > Cakes & Dessert Bars > Cakes | none | 0 | none |