Fold 0 - Understanding why coefficient -4009490 was selected
Tag: ORANGE-WINES
Selected Coefficient: -4009490
Taxonomy Path: -9.1.1.7
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 1
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 | 0.000000 | -9.1.1.7 | -7.1.1.9 (-(7*83^3 + 6889 + 83 + 9)) | Yes |
These are the training products that have the "ORANGE-WINES" tag (processing sequence 1203). 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 |
|---|---|---|---|---|---|---|---|
| 14912 | Leptir Orange 2022 | -4009490 | ORGANIC-WINES, WHITE-WINE | 0 | none | ||
| 14931 | Orange Cubique Francois 2023 | -4009490 | ORGANIC-WINES, WHITE-WINE | 0 | none | ||
| 14932 | Orange Verdil 2023 | -4009490 | ORGANIC-WINES, WHITE-WINE | 0 | none | ||
| 14940 | Pinot Gris Carbonic Maceration 2022 | -4009490 | ORGANIC-WINES, WHITE-WINE | 0 | none | ||
| 15099 | Eros de Vincent Orange 2023 | -4009490 | ORGANIC-WINES, WHITE-WINE | 0 | none |