Fold 1 - Understanding why coefficient 102356937 was selected
Tag: BEEF
Selected Coefficient: 102356937
Taxonomy Path: 9.2.1.13.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Pies
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 102356937 | 0.000000 | 9.2.1.13.2 | 2.13.1.2.9 (2*83^4 + 13*83^3 + 6889 + 2*83 + 9) | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Pies | Yes |
These are the training products that have the "BEEF" tag (processing sequence 1232). 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 |
|---|---|---|---|---|---|---|---|
| 21529 | Chunky Beef, Red Wine & Pepper Pie | 102356937 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Pies | none | 0 | SAVOURY | |
| 21554 | Chunky Beef & Mushroom Pie | 102356937 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Pies | none | 0 | SAVOURY | |
| 21555 | Beef Mince Pie | 102356937 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Pies | none | 0 | SAVOURY | |
| 21579 | Chilli Beef Mince Pie | 102356937 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Pies | none | 0 | SAVOURY |