Fold 4 - Understanding why coefficient 31680 was selected
Tag: PENDANTS
Selected Coefficient: 31680
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 31680 | 3.000000 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| -50403 | 5.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "PENDANTS" tag (processing sequence 2828). 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 |
|---|---|---|---|---|---|---|---|
| 9182 | Pink Ruby Pendant 14k Gold Filled | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4259 | Item024: Silicon Wafer Test Circuits Pendant - Bronze, Rainbow Colors | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4252 | Item035: Silicon Wafer Computer Chip Pendant - Bronze, Rainbow Colors, ASIC | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 4253 | Item031: Silicon Wafer Cryptographic Test Circuits Pendant - Bronze, Rainbow Colors | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9390 | Raw Peridot Necklace - Sterling Silver | 0 | WOMEN'S NECKLACE | -31680 | none | ||
| 8894 | Blue Apatite Necklace - Sterling Silver Plated | -50403 | CHAIN MATERIAL DARK BROWN LEATHER, WOMENS NECKLACE | -82083 | none | ||
| 9014 | Blue Boulder Opal Pendant Necklace - Antique Brass | -50403 | CHAIN MATERIAL DARK BROWN LEATHER, WOMENS NECKLACE | -82083 | none |