Fold 1 - Understanding why coefficient 31680 was selected
Tag: NECKLACE
Selected Coefficient: 31680
Taxonomy Path: 1.6.5
Taxonomy Name: Apparel & Accessories > Jewelry > Charms & Pendants
Products with this tag: 10
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 "NECKLACE" tag (processing sequence 141). 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 |
|---|---|---|---|---|---|---|---|
| 599 | DIAMOND STARBURST CUT OUT PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 633 | DIAMOND STARBURST CUT OUT PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 655 | DIAMOND STARBURST PENDANT SET | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 659 | DIAMOND STARBURST PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 695 | DIAMOND WING PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 707 | DIAMOND JIGSAW PUZZLE CUT OUT PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 725 | DIAMOND AND RUBY LADYBIRD AND LEAF PENDANT SET | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 13878 | Silver Filigree Pendant in White Topaz & Blue Topaz | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 13884 | Octagon Gold Pendant in Peridot & Blue Topaz | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none | |
| 13886 | Octagon White Gold Pendant in White Topaz & Blue Topaz | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | 0 | none |