Fold 0 - 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: 5
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? |
|---|---|---|---|---|---|
| 102356937 | 0.000290 | 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 |
| 1247084 | 0.000435 | 9.2.15.2 | 2.15.2.9 (2*83^3 + 15*83^2 + 2*83 + 9) | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | No |
These are the training products that have the "BEEF" tag (processing sequence 3883). 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, PIE | |
| 21555 | Beef Mince Pie | 102356937 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Pies | none | 0 | SAVOURY, PIE | |
| 21579 | Chilli Beef Mince Pie | 102356937 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Pies | none | 0 | SAVOURY, PIE | |
| 21587 | Cottage Pie | 1247084 | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | none | -101109853 | SAVOURY, PIE | |
| 21703 | Mince, Mash, Mushy Pea Pie | 1247084 | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | none | -101109853 | SAVOURY, PIE |