Fold 1 - Understanding why coefficient 6241 was selected
Tag: ONYX
Selected Coefficient: 6241
Taxonomy Path: 0.0.1
Taxonomy Name:
Products with this tag: 14
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 6241 | 7.000481 | 0.0.1 | 1.0.0 (6241) | Yes | |
| 0 | 7.000641 | 0 | 0 (0) | No | |
| -50403 | 10.000000 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 50403 | 11.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "ONYX" tag (processing sequence 2924). 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 |
|---|---|---|---|---|---|---|---|
| 271 | Intention Bracelet (Large) | 50403 | Apparel & Accessories > Jewelry > Necklaces | CHARM, BRACELET, PYRITE, FESTIVALLIFE | 44162 | Apparel & Accessories > Jewelry > Jewelry Sets | SMOKY QUARTZ, COACHELLA, EVERYDAY, CARNELIAN, GEMSTONES |
| 270 | Intention Bracelet (Small) | 50403 | Apparel & Accessories > Jewelry > Necklaces | CHARM, BRACELET, PYRITE, FESTIVALLIFE | 44162 | Apparel & Accessories > Jewelry > Jewelry Sets | SMOKY QUARTZ, COACHELLA, EVERYDAY, CARNELIAN, GEMSTONES |
| 9484 | Silver Black Onyx Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | CRYSTAL NECKLACE, CHAIN MATERIAL BLACK COTTON | 44162 | Apparel & Accessories > Jewelry > Jewelry Sets | none |
| 20708 | Radiant Ring | 6241 | AQUA CHALCEDONY | 0 | CLASSIC | ||
| 19315 | Radiant Ring - Cosmic | 6241 | AQUA CHALCEDONY | 0 | CLASSIC | ||
| 19325 | Halo Ring | 6241 | AQUA CHALCEDONY | 0 | ELEGANCE | ||
| 20707 | Karma Ring | 6241 | AQUA CHALCEDONY | 0 | none | ||
| 20706 | Devoted Necklace | 0 | AQUA CHALCEDONY | -6241 | none | ||
| 20652 | Clarity Necklace | 0 | AQUA CHALCEDONY | -6241 | QUARTZ, CARNELIAN, CLASSIC | ||
| 19326 | Mesmerize Necklace | 0 | AQUA CHALCEDONY | -6241 | none | ||
| 19316 | Charisma Necklace | -50403 | TOURMALINE, AQUA CHALCEDONY | -56644 | ELEGANCE, CLASSIC | ||
| 20701 | Appeal Necklace | -50403 | TOURMALINE, AQUA CHALCEDONY | -56644 | QUARTZ, CLASSIC | ||
| 20645 | Enchanted necklace | -50403 | NECKLACES, AQUA CHALCEDONY | -56644 | QUARTZ, CLASSIC | ||
| 20642 | Enchanted Earrings | -50403 | EARRINGS, AQUA CHALCEDONY | -56644 | QUARTZ, ELEGANCE |