Fold 0 - Understanding why coefficient 49752533 was selected
Tag: UK
Selected Coefficient: 49752533
Taxonomy Path: 9.2.1.4.1
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 49752533 | 3.000290 | 9.2.1.4.1 | 1.4.1.2.9 (47458321 + 4*83^3 + 6889 + 2*83 + 9) | Yes | |
| 1185083 | 3.000435 | 9.2.6.2 | 2.6.2.9 (2*83^3 + 6*83^2 + 2*83 + 9) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "UK" tag (processing sequence 3805). 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 |
|---|---|---|---|---|---|---|---|
| 28731 | Jubilee Queen's Silhouette Cake | 49752533 | none | 0 | none | ||
| 28729 | Jubilee Cake- Queen's platinum Jubilee | 49752533 | none | 0 | none | ||
| 28730 | Jubilee Crown Cake | 49752533 | none | 0 | none | ||
| 29954 | Colston Bassett - 250g | 1185083 | none | -48567450 | none | ||
| 29718 | Blue Murder - 250g | 1185083 | none | -48567450 | none | ||
| 30248 | Old Smokey - 250g | 0 | HARD CHEESE | -49752533 | none | ||
| 29728 | Bouncing Berry - 200g | 0 | HARD CHEESE | -49752533 | none | ||
| 29930 | Coastal Cheddar - 250g | 0 | HARD CHEESE | -49752533 | none |