Fold 1 - Understanding why coefficient -56644 was selected
Tag: QUARTZ
Selected Coefficient: -56644
Taxonomy Path: -1.6.9
Taxonomy Name:
Products with this tag: 12
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -56644 | 7.000320 | -1.6.9 | -9.6.1 (-(9*79^2 + 6*79 + 1)) | Yes | |
| -50403 | 7.000481 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 50403 | 9.000160 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 69126 | 9.000320 | 1.6.11 | 11.6.1 (11*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Watches | No |
| -6241 | 9.000320 | -0.0.1 | -1.0.0 (-(6241)) | No | |
| 0 | 9.000320 | 0 | 0 (0) | No | |
| -3931830 | 9.000320 | -0.0.77.7 | -7.77.0.0 (-(7*79^3 + 77*79^2)) | No | |
| 6419 | 11.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
These are the training products that have the "QUARTZ" tag (processing sequence 2933). 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 |
|---|---|---|---|---|---|---|---|
| 11177 | Flik Flak GREEN JUBATUS Watch FPNP009 | 69126 | Apparel & Accessories > Jewelry > Watches | none | 125770 | none | |
| 20695 | Simplicity Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 107047 | ELEGANCE, CLASSIC | |
| 20632 | 14K Gold Simplicity Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 107047 | ELEGANCE, CLASSIC | |
| 9990 | Homemade Natural Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 63063 | MEDITATION, HEALTH | |
| 20703 | Pixie Necklace | 0 | AQUA CHALCEDONY | 56644 | Apparel & Accessories > Jewelry > Rings | ELEGANCE, CLASSIC | |
| 20652 | Clarity Necklace | -6241 | AQUA CHALCEDONY, ONYX | 50403 | Apparel & Accessories > Jewelry > Necklaces | CARNELIAN, CLASSIC | |
| 19334 | Blissful Earrings | -50403 | DANGLES, AQUA CHALCEDONY | 6241 | CLASSIC | ||
| 20704 | Pixie Earrings | -50403 | POSTS, AQUA CHALCEDONY | 6241 | ELEGANCE, CLASSIC | ||
| 20645 | Enchanted necklace | -56644 | NECKLACES, AQUA CHALCEDONY, ONYX | 0 | CLASSIC | ||
| 20642 | Enchanted Earrings | -56644 | EARRINGS, AQUA CHALCEDONY, ONYX | 0 | ELEGANCE | ||
| 20701 | Appeal Necklace | -56644 | TOURMALINE, AQUA CHALCEDONY, ONYX | 0 | CLASSIC | ||
| 227 | Rock Candy - Women's Skater Skirt | -3931830 | WOMEN'S CLOTHING | -3875186 | ASSEMBLED IN THE USA |