Fold 0 - Understanding why coefficient 55611 was selected
Tag: WOMEN'S NECKLACE
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
Taxonomy Name:
Products with this tag: 13
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? |
|---|---|---|---|---|---|
| 55611 | 6.000145 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 48722 | 6.000871 | 1.6.7 | 7.6.1 (7*83^2 + 6*83 + 1) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "WOMEN'S NECKLACE" tag (processing sequence 2280). 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 |
|---|---|---|---|---|---|---|---|
| 9486 | Aquamarine Silver Wire Wrapped Necklace | 55611 | none | 0 | 19TH ANNIVERSARY, 16TH ANNIVERSARY | ||
| 9454 | Sapphire and Pearl - Sterling Silver Necklace | 55611 | none | 0 | none | ||
| 9485 | Amethyst Sterling Silver Plated Charm Necklace | 55611 | none | 0 | none | ||
| 9319 | Raw Emerald Necklace - 14K Gold-Filled | 55611 | none | 0 | none | ||
| 9237 | Raw Amethyst Point Necklace - Gold Plated | 55611 | none | 0 | none | ||
| 9315 | Raw Citrine Necklace - Gold Plated Wire Wrapped Pendant | 55611 | none | 0 | none | ||
| 9205 | Rainbow Moonstone Jewelry Set | 48722 | none | -6889 | none | ||
| 9520 | Raw Ruby Necklace in Sterling Silver | 0 | CRYSTAL NECKLACES | -55611 | GOLD AND SILVER | ||
| 9013 | Raw Topaz - Sterling Silver Plated | 0 | CRYSTAL NECKLACES | -55611 | 19TH ANNIVERSARY | ||
| 9132 | Rainbow Moonstone Necklace - Sterling Silver Lotus Pendant | 0 | CRYSTAL NECKLACES | -55611 | GOLD AND SILVER | ||
| 9390 | Raw Peridot Necklace - Sterling Silver | 0 | CRYSTAL NECKLACES | -55611 | 16TH ANNIVERSARY, PENDANTS | ||
| 9519 | Sterling Silver Rainbow Moonstone Necklace | 0 | CRYSTAL NECKLACES | -55611 | GOLD AND SILVER | ||
| 4999 | Raw Citrine Pendant Necklace - Bright Silver Plated | 0 | CRYSTAL NECKLACES | -55611 | YELLOW CRYSTAL |