Fold 3 - 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: 3
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 | 1.000160 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 50403 | 1.000160 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "PENDANTS" tag (processing sequence 2452). 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 | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 18723 | none | |
| 4253 | Item031: Silicon Wafer Cryptographic Test Circuits Pendant - Bronze, Rainbow Colors | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9014 | Blue Boulder Opal Pendant Necklace - Antique Brass | 0 | CHAIN MATERIAL ROUND BLACK COTTON | -31680 | none |