Fold 4 - Understanding why coefficient 50403 was selected
Tag: 12TH ANNIVERSARY
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 50403 | 3.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 5 | 6.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "12TH ANNIVERSARY" tag (processing sequence 248). 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 |
|---|---|---|---|---|---|---|---|
| 9180 | Peridot & Pearl - Charm Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9453 | Ruby & Pearl - Charm Necklaces | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9454 | Sapphire and Pearl - Sterling Silver Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | WHITE CRYSTAL, SAPPHIRE | |
| 9456 | Sapphire & Pearl - Charm Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9028 | New Beginnings Crystals - Bundle Bags | 5 | Bundles | none | -50398 | BUNDLES, GREEN CRYSTAL, LIGHT BLUE CRYSTAL | |
| 8999 | Blue Lace Agate Stud Earrings | 0 | STUD EARRINGS | -50403 | CRYSTAL EARRINGS, LIGHT BLUE CRYSTAL, MEN'S EARRINGS | ||
| 8875 | Black Fossil Pendant - Men's Necklace | 0 | 11TH ANNIVERSARY | -50403 | 17TH ANNIVERSARY |