Fold 0 - Understanding why coefficient 50403 was selected
Tag: ONYX
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 50403 | 5.000160 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 56644 | 5.000801 | 1.6.9 | 9.6.1 (9*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Rings | No |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "ONYX" tag (processing sequence 2889). 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 |
|---|---|---|---|---|---|---|---|
| 20707 | Karma Ring | 56644 | Apparel & Accessories > Jewelry > Rings | none | 6241 | BESTSELLERS | |
| 19326 | Mesmerize Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 20652 | Clarity Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | CLASSIC | |
| 20678 | Fiddlehead Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | DRUZY, CELESTIAL | |
| 20706 | Devoted Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 19316 | Charisma Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | ELEGANCE, CLASSIC | |
| 20642 | Enchanted Earrings | 0 | EARRINGS | -50403 | ELEGANCE, BESTSELLERS | ||
| 271 | Intention Bracelet (Large) | 0 | BRACELET | -50403 | ALYCIÆNGEL, BOHO, EVERYDAY | ||
| 12076 | Confident Mama Mala | 0 | THROAT CHAKRA | -50403 | GROUNDING | ||
| 270 | Intention Bracelet (Small) | 0 | BRACELET | -50403 | ALYCIÆNGEL, BOHO, EVERYDAY | ||
| 20645 | Enchanted necklace | 0 | NECKLACES | -50403 | CLASSIC |