Fold 3 - Understanding why coefficient -50403 was selected
Tag: BLACK NECKLACE
Selected Coefficient: -50403
Taxonomy Path: -1.6.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -50403 | 1.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | Yes | |
| 31680 | 4.000000 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
These are the training products that have the "BLACK NECKLACE" tag (processing sequence 1881). 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 | 82083 | 11TH ANNIVERSARY, 50TH ANNIVERSARY | |
| 8838 | AURA OBSIDIAN COLLECTION - Obsidian Green Necklace | -50403 | BLACK CRYSTAL, CRYSTAL NECKLACES | 0 | none | ||
| 8839 | AURA OBSIDIAN COLLECTION - Obsidian Pink | -50403 | BLACK CRYSTAL, CRYSTAL NECKLACES | 0 | none | ||
| 8846 | AURA OBSIDIAN COLLECTION - Obsidian Red Necklace | -50403 | BLACK CRYSTAL, CRYSTAL NECKLACES | 0 | none | ||
| 8847 | AURA OBSIDIAN COLLECTION - Obsidian Violet Necklace | -50403 | BLACK CRYSTAL, CRYSTAL NECKLACES | 0 | none |