Fold 1 - Understanding why coefficient 50403 was selected
Tag: WOMEN'S NECKLACE
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 15
Unique residual values tried: 5
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 | 8.000481 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 31680 | 8.000801 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| 44162 | 8.000961 | 1.6.7 | 7.6.1 (7*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Jewelry Sets | No |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| -50403 | 13.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No |
These are the training products that have the "WOMEN'S NECKLACE" tag (processing sequence 1839). 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 |
|---|---|---|---|---|---|---|---|
| 9237 | Raw Amethyst Point Necklace - Gold Plated | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9454 | Sapphire and Pearl - Sterling Silver Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9315 | Raw Citrine Necklace - Gold Plated Wire Wrapped Pendant | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9319 | Raw Emerald Necklace - 14K Gold-Filled | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | 50TH ANNIVERSARY | |
| 9205 | Rainbow Moonstone Jewelry Set | 44162 | Apparel & Accessories > Jewelry > Jewelry Sets | none | -6241 | none | |
| 9561 | Sunstone Pendant - Sterling Silver and Copper Necklace - Mixed Wire | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | none | |
| 9320 | Raw Emerald Pendant - Sterling Silver | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | none | |
| 9390 | Raw Peridot Necklace - Sterling Silver | 0 | CRYSTAL NECKLACES | -50403 | none | ||
| 9452 | Raw Ruby Necklace - Mixed Wire Antique Bronze | 0 | ANTIQUE BRONZE | -50403 | PENDANT | ||
| 9486 | Aquamarine Silver Wire Wrapped Necklace | 0 | CHARM NECKLACE | -50403 | none | ||
| 9519 | Sterling Silver Rainbow Moonstone Necklace | 0 | CRYSTAL NECKLACES | -50403 | none | ||
| 9455 | Sapphire Necklace - Antique Sterling Silver | 0 | CHAIN MATERIAL DARK BROWN LEATHER, CRYSTAL NECKLACES, CHAIN MATERIAL BLACK COTTON | -50403 | MENS GIFT | ||
| 9485 | Amethyst Sterling Silver Plated Charm Necklace | 0 | CHARM NECKLACE | -50403 | none | ||
| 9013 | Raw Topaz - Sterling Silver Plated | -50403 | CHARM NECKLACE, CRYSTAL NECKLACES | -100806 | none | ||
| 9132 | Rainbow Moonstone Necklace - Sterling Silver Lotus Pendant | -50403 | CHARM NECKLACE, CRYSTAL NECKLACES | -100806 | none |