Fold 1 - Understanding why coefficient 34944 was selected
Tag: 20TH ANNIVERSARY
Selected Coefficient: 34944
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 34944 | 1.000145 | 1.6.5 | 5.6.1 (5*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | Yes |
| 55611 | 1.000290 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "20TH ANNIVERSARY" tag (processing sequence 4688). 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 |
|---|---|---|---|---|---|---|---|
| 9319 | Raw Emerald Necklace - 14K Gold-Filled | 55611 | none | 20667 | none | ||
| 8875 | Black Fossil Pendant - Men's Necklace | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9320 | Raw Emerald Pendant - Sterling Silver | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 9015 | Raw Emerald Crystals - Bundle Bags | 0 | BUNDLES | -34944 | RAW |