Fold 3 - Understanding why coefficient 4009490 was selected
Tag: PINOT-NOIR
Selected Coefficient: 4009490
Taxonomy Path: 9.1.1.7
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 4009490 | 3.000000 | 9.1.1.7 | 7.1.1.9 (7*83^3 + 6889 + 83 + 9) | Yes | |
| 0 | 4.000000 | 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 "PINOT-NOIR" tag (processing sequence 810). 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 |
|---|---|---|---|---|---|---|---|
| 14905 | Frico Lambrusco 250ml Can | 4009490 | none | 0 | none | ||
| 14941 | Pinot Noir 2021 250ml Can | 4009490 | none | 0 | none | ||
| 15094 | Cuvee Ella Pinot Noir 2023 | 4009490 | none | 0 | none | ||
| 14897 | Champagne Brut Reserve NV | 0 | CHARDONNAY | -4009490 | none | ||
| 14954 | Rosso 250ml Can | 0 | ORGANIC-WINES | -4009490 | none | ||
| 15097 | Drink This Wine Red 2022 | -4009490 | ORGANIC-WINES, MERLOT | -8018980 | STAFF-PICKS |