Fold 4 - Understanding why coefficient -27731 was selected
Tag: GREAT TASTE AWARD WINNERS
Selected Coefficient: -27731
Taxonomy Path: -9.2.4
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? |
|---|---|---|---|---|---|
| -27731 | 3.000145 | -9.2.4 | -4.2.9 (-(4*83^2 + 2*83 + 9)) | Yes | |
| -4112908 | 3.000290 | -9.2.16.7 | -7.16.2.9 (-(7*83^3 + 16*83^2 + 2*83 + 9)) | No | |
| 0 | 3.000290 | 0 | 0 (0) | No | |
| 3451389 | 3.000290 | 0.0.3.6 | 6.3.0.0 (6*83^3 + 3*83^2) | No | |
| 49228794 | 3.000290 | 0.0.8.3.1 | 1.3.8.0.0 (47458321 + 3*83^3 + 8*83^2) | No |
These are the training products that have the "GREAT TASTE AWARD WINNERS" tag (processing sequence 6115). 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 |
|---|---|---|---|---|---|---|---|
| 28173 | 'Premium Edition' Anchovies in Olive Oil | 49228794 | GREAT TASTE WINNER | 49256525 | none | ||
| 7888 | Organic Fig Marmalade | 3451389 | GREAT TASTE WINNER | 3479120 | none | ||
| 7875 | Apple Cider Vinegar with 'Mother' | 0 | GREAT TASTE WINNER | 27731 | none | ||
| 7874 | Fleur de Sel | -27731 | PANTRY STAPLE, GREAT TASTE WINNER | 0 | none | ||
| 7885 | White Pineau des Charentes Vinegar | -27731 | ARTISAN VINEGAR, GREAT TASTE WINNER | 0 | none | ||
| 7876 | Pickled Cherries | -4112908 | LA GUINELLE, PANTRY STAPLE | -4085177 | none |