Fold 1 - Understanding why coefficient -1185083 was selected
Tag: BRITISH
Selected Coefficient: -1185083
Taxonomy Path: -9.2.6.2
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -1185083 | 3.000145 | -9.2.6.2 | -2.6.2.9 (-(2*83^3 + 6*83^2 + 2*83 + 9)) | Yes | |
| -89732 | 3.000290 | -9.2.13 | -13.2.9 (-(13*83^2 + 2*83 + 9)) | No | |
| -4085261 | 5.000000 | -1.1.12.7 | -7.12.1.1 (-(7*83^3 + 12*83^2 + 83 + 1)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 4009490 | 5.000000 | 9.1.1.7 | 7.1.1.9 (7*83^3 + 6889 + 83 + 9) | No |
These are the training products that have the "BRITISH" tag (processing sequence 4558). 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 |
|---|---|---|---|---|---|---|---|
| 30220 | Organic Domaine Christophe Mittnacht - 2018 | 4009490 | none | 5194573 | none | ||
| 29718 | Blue Murder - 250g | 0 | UK | 1185083 | none | ||
| 29578 | Arbequina Extra Virgin Olive Oil - 500g | -89732 | VINEGAR, DELICIOUS | 1095351 | OIL | ||
| 29863 | Cave Aged Cheddar Gorge - 250g | -1185083 | HARD CHEESE, UK | 0 | none | ||
| 30248 | Old Smokey - 250g | -1185083 | HARD CHEESE, UK | 0 | none | ||
| 6830 | Black Joggers | -4085261 | COME, JOGGERS | -2900178 | none |