Fold 1 - Understanding why coefficient 31680 was selected
Tag: STATEMENT NECKLACE
Selected Coefficient: 31680
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 8
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 31680 | 0.000000 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
These are the training products that have the "STATEMENT NECKLACE" tag (processing sequence 217). 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 |
|---|---|---|---|---|---|---|---|
| 8875 | Black Fossil Pendant - Men's Necklace | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9011 | Blue Topaz Pendant - Sterling Silver | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9085 | Men's Herkimer Diamond Pendant - Antique Bronze | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9086 | Men's Herkimer Diamond Pendant - Sterling Silver | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9182 | Pink Ruby Pendant 14k Gold Filled | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9320 | Raw Emerald Pendant - Sterling Silver | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9458 | Raw Sapphire Sterling Silver Pendant | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9561 | Sunstone Pendant - Sterling Silver and Copper Necklace - Mixed Wire | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none |