Fold 0 - Understanding why coefficient 50403 was selected
Tag: CRYSTAL NECKLACE
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 5
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 | 2.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| -50403 | 4.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "CRYSTAL NECKLACE" tag (processing sequence 727). 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 |
|---|---|---|---|---|---|---|---|
| 8892 | Black Tourmaline Mala Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9317 | Raw Dark Amethyst Necklace - Silver Wire Wrapped | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9518 | Herkimer Diamond Necklace - Add a Sterling Silver Chain | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | PENDANT | |
| 9352 | Raw Garnet Pendant - Necklace | 0 | CHAIN MATERIAL ROUND BLACK COTTON | -50403 | CHAIN MATERIAL BLACK FLAT LEATHER | ||
| 9353 | Raw Green BC Jade Necklace - Antique Bronze and Gold | -50403 | ANTIQUE BRONZE, CHAIN MATERIAL ROUND BLACK COTTON | -100806 | none |