Fold 0 - Understanding why coefficient -578768 was selected
Tag: BELGIAN
Selected Coefficient: -578768
Taxonomy Path: -9.1.1.1
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -578768 | 2.000000 | -9.1.1.1 | -1.1.1.9 (-(571787 + 6889 + 83 + 9)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "BELGIAN" tag (processing sequence 2689). 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 |
|---|---|---|---|---|---|---|---|
| 2734 | Box of 16 Luxury Belgian Chocolates | 0 | TRUFFLES | 578768 | none | ||
| 23410 | Huyghe - Delirium Tremens Can 500 | 0 | INTERNATIONAL | 578768 | none | ||
| 23693 | Verhaeghe - Duchesse De Bourgogne | -578768 | INTERNATIONAL, BITBROON | 0 | none | ||
| 23904 | Brasserie Des Legendes - Hercule | -578768 | STOUT, INTERNATIONAL | 0 | none | ||
| 23988 | De La Senne - Stouterik | -578768 | STOUT, INTERNATIONAL | 0 | none |