Fold 0 - Understanding why coefficient 34631 was selected
Tag: LO SCARABEO
Selected Coefficient: 34631
Taxonomy Path: 20.2.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 34631 | 2.000000 | 20.2.5 | 5.2.20 (5*83^2 + 2*83 + 20) | Yes | |
| 13847 | 3.000000 | 69.0.2 | 2.0.69 (2*83^2 + 69) | No | |
| 34614 | 3.000000 | 3.2.5 | 5.2.3 (5*83^2 + 2*83 + 3) | No |
These are the training products that have the "LO SCARABEO" tag (processing sequence 4788). 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 |
|---|---|---|---|---|---|---|---|
| 8095 | Marseille Vintage Tarot | 34631 | none | 0 | none | ||
| 31083 | Sorcerers Tarot Deck | 34631 | none | 0 | none | ||
| 31063 | Golden Art Nouveau Tarot Deck | 34614 | none | -17 | TAROT | ||
| 31023 | Barbieri Chinese Oracle Deck | 13847 | BOOKS | -20784 | none |