Fold 1 - Understanding why coefficient -50403 was selected
Tag: 5TH ANNIVERSARY
Selected Coefficient: -50403
Taxonomy Path: -1.6.8
Taxonomy Name:
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)) | Yes | |
| 19198 | 1.000000 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
These are the training products that have the "5TH ANNIVERSARY" tag (processing sequence 3221). 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 |
|---|---|---|---|---|---|---|---|
| 9565 | Raw Turquoise - Leather Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 69601 | none | |
| 9562 | Turquoise Charm Necklace - Antiqued Sterling Silver | -50403 | CHARM NECKLACE, CRYSTAL NECKLACES | 0 | none |