Fold 3 - Understanding why coefficient 34944 was selected
Tag: JULY BIRTHSTONE
Selected Coefficient: 34944
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 34944 | 2.000145 | 1.6.5 | 5.6.1 (5*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 55611 | 2.000145 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| -34944 | 3.000000 | -1.6.5 | -5.6.1 (-(5*83^2 + 6*83 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "JULY BIRTHSTONE" tag (processing sequence 4833). 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 |
|---|---|---|---|---|---|---|---|
| 9521 | Pink Ruby - Huggie Stud Earrings - Sterling Silver | 55611 | HUGGIE EARRINGS, 40TH ANNIVERSARY | 20667 | none | ||
| 9149 | Men’s Ruby Pendant Antique Bronze - Black Leather Cord | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | CHOOSE YOUR STONE, 40TH ANNIVERSARY | 0 | none | |
| 9453 | Ruby & Pearl - Charm Necklaces | 0 | PEARL NECKLACE, CHARM NECKLACES, 40TH ANNIVERSARY | -34944 | none | ||
| 9520 | Raw Ruby Necklace in Sterling Silver | -34944 | GOLD AND SILVER, ADD A STERLING SILVER CHAIN? 16 INCH CHAIN, WOMEN'S NECKLACE, 40TH ANNIVERSARY | -69888 | none |