Fold 0 - Understanding why coefficient 1247084 was selected
Tag: SAVOURY
Selected Coefficient: 1247084
Taxonomy Path: 9.2.15.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées
Products with this tag: 12
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 1247084 | 5.000147 | 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 | Yes |
| 675297 | 5.000154 | 9.2.15.1 | 1.15.2.9 (571787 + 15*83^2 + 2*83 + 9) | No | |
| 102356937 | 5.000871 | 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 | No |
| 0 | 7.000290 | 0 | 0 (0) | No | |
| -101109853 | 7.000435 | -0.0.69.10.2 | -2.10.69.0.0 (-(2*83^4 + 10*83^3 + 69*83^2)) | No |
These are the training products that have the "SAVOURY" tag (processing sequence 4085). 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 |
|---|---|---|---|---|---|---|---|
| 21575 | Chicken and Leek Pie | 102356937 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Pies | none | 101109853 | PIE | |
| 21717 | Sausage Roll | 1247084 | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | none | 0 | none | |
| 21704 | Quiche Lorraine | 1247084 | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | none | 0 | none | |
| 21607 | Frozen Lasagne trays | 1247084 | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | none | 0 | none | |
| 21577 | Chicken & Mushroom Filo | 1247084 | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | none | 0 | none | |
| 21561 | Chunky Beef, Cheese & Bacon Pie | 1247084 | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | none | 0 | PIE | |
| 21719 | Spinach and Feta Filo | 675297 | none | -571787 | none | ||
| 21529 | Chunky Beef, Red Wine & Pepper Pie | 0 | BEEF | -1247084 | PIE | ||
| 21555 | Beef Mince Pie | 0 | BEEF | -1247084 | PIE | ||
| 21579 | Chilli Beef Mince Pie | 0 | BEEF | -1247084 | PIE | ||
| 21703 | Mince, Mash, Mushy Pea Pie | -101109853 | BEEF | -102356937 | PIE | ||
| 21587 | Cottage Pie | -101109853 | BEEF | -102356937 | PIE |