Fold 4 - Understanding why coefficient 50403 was selected
Tag: 4TH ANNIVERSARY
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 50403 | 1.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 100806 | 1.000000 | 2.12.16 | 16.12.2 (16*79^2 + 12*79 + 2) | No |
These are the training products that have the "4TH ANNIVERSARY" tag (processing sequence 325). 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 |
|---|---|---|---|---|---|---|---|
| 9317 | Raw Dark Amethyst Necklace - Silver Wire Wrapped | 100806 | 17TH ANNIVERSARY | 50403 | Apparel & Accessories > Jewelry > Necklaces | 6TH ANNIVERSARY | |
| 9485 | Amethyst Sterling Silver Plated Charm Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | CHARM NECKLACE, 17TH ANNIVERSARY | 0 | 6TH ANNIVERSARY, RAW STONE ELEGANCE |