Fold 2 - Understanding why coefficient 34944 was selected
Tag: CHAIN MATERIAL BLACK COTTON
Selected Coefficient: 34944
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 8
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 | 4.000290 | 1.6.5 | 5.6.1 (5*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 55611 | 4.000290 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| -55611 | 7.000000 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | No |
These are the training products that have the "CHAIN MATERIAL BLACK COTTON" tag (processing sequence 2913). 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 |
|---|---|---|---|---|---|---|---|
| 8894 | Blue Apatite Necklace - Sterling Silver Plated | 55611 | none | 20667 | none | ||
| 9131 | Rainbow Moonstone Necklace - Antique Bronze | 55611 | none | 20667 | none | ||
| 9149 | Men’s Ruby Pendant Antique Bronze - Black Leather Cord | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9085 | Men's Herkimer Diamond Pendant - Antique Bronze | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9484 | Silver Black Onyx Necklace | 0 | CRYSTAL NECKLACE | -34944 | none | ||
| 9416 | Raw Sapphire Necklace in White Gold Plated (Dark Silver) | 0 | CRYSTAL NECKLACE | -34944 | none | ||
| 9455 | Sapphire Necklace - Antique Sterling Silver | 0 | CRYSTAL NECKLACES | -34944 | none | ||
| 5066 | Citrine Pendant Necklace - Antique Bronze | -55611 | CHAIN MATERIAL ROUND BLACK COTTON, CRYSTAL NECKLACES | -90555 | NOVEMBER BIRTHSTONE |