Fold 4 - Understanding why coefficient -83236217 was selected
Tag: SAVOURY
Selected Coefficient: -83236217
Taxonomy Path: -0.0.65.10.2
Taxonomy Name:
Products with this tag: 13
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? |
|---|---|---|---|---|---|
| -83236217 | 6.000481 | -0.0.65.10.2 | -2.10.65.0.0 (-(2*79^4 + 10*79^3 + 65*79^2)) | Yes | |
| 0 | 6.000641 | 0 | 0 (0) | No | |
| 1079860 | 9.000002 | 9.2.15.2 | 2.15.2.9 (2*79^3 + 15*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | No |
| 586821 | 9.000006 | 9.2.15.1 | 1.15.2.9 (493039 + 15*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Appetizers & Side Dishes | No |
| -84316077 | 11.000000 | -9.2.1.13.2 | -2.13.1.2.9 (-(2*79^4 + 13*79^3 + 6241 + 2*79 + 9)) | No |
These are the training products that have the "SAVOURY" tag (processing sequence 2879). 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 |
|---|---|---|---|---|---|---|---|
| 21717 | Sausage Roll | 1079860 | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | none | 84316077 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Pies | none |
| 21704 | Quiche Lorraine | 1079860 | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | none | 84316077 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Pies | none |
| 21607 | Frozen Lasagne trays | 1079860 | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Meals & Entrées | none | 84316077 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Pies | none |
| 21719 | Spinach and Feta Filo | 586821 | Food, Beverages & Tobacco > Food Items > Prepared Foods > Prepared Appetizers & Side Dishes | none | 83823038 | none | |
| 21529 | Chunky Beef, Red Wine & Pepper Pie | 0 | PIE | 83236217 | none | ||
| 21554 | Chunky Beef & Mushroom Pie | 0 | PIE | 83236217 | none | ||
| 21555 | Beef Mince Pie | 0 | PIE | 83236217 | none | ||
| 21587 | Cottage Pie | -83236217 | PIE | 0 | none | ||
| 21577 | Chicken & Mushroom Filo | -83236217 | CHICKEN | 0 | none | ||
| 21703 | Mince, Mash, Mushy Pea Pie | -83236217 | PIE | 0 | none | ||
| 21561 | Chunky Beef, Cheese & Bacon Pie | -83236217 | PIE | 0 | none | ||
| 21576 | Chicken, Bacon & Mushroom Pie | -84316077 | CHICKEN, PIE | -1079860 | none | ||
| 21575 | Chicken and Leek Pie | -84316077 | CHICKEN, PIE | -1079860 | none |