Fold 1 - Understanding why coefficient 19198 was selected
Tag: ELEGANCE
Selected Coefficient: 19198
Taxonomy Path: 1.6.3
Taxonomy Name: Apparel & Accessories > Jewelry > Bracelets
Products with this tag: 23
Unique residual values tried: 11
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? |
|---|---|---|---|---|---|
| 19198 | 13.001122 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | Yes |
| 56644 | 13.001122 | 1.6.9 | 9.6.1 (9*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Rings | No |
| 50403 | 13.001282 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 37921 | 13.001282 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 0 | 15.000320 | 0 | 0 (0) | No | |
| 12482 | 15.001122 | 0.0.2 | 2.0.0 (2*79^2) | No | |
| 6241 | 15.001122 | 0.0.1 | 1.0.0 (6241) | No | |
| 107047 | 21.000000 | 2.12.17 | 17.12.2 (17*79^2 + 12*79 + 2) | No | |
| -50403 | 21.000160 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| -56644 | 21.000160 | -1.6.9 | -9.6.1 (-(9*79^2 + 6*79 + 1)) | No | |
| -75842 | 22.000000 | -2.12.12 | -12.12.2 (-(12*79^2 + 12*79 + 2)) | No |
These are the training products that have the "ELEGANCE" tag (processing sequence 3469). 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 |
|---|---|---|---|---|---|---|---|
| 20632 | 14K Gold Simplicity Necklace | 107047 | QUARTZ | 87849 | CLASSIC | ||
| 20695 | Simplicity Necklace | 107047 | QUARTZ | 87849 | CLASSIC | ||
| 20633 | Cosmic Ring | 56644 | Apparel & Accessories > Jewelry > Rings | none | 37446 | none | |
| 20703 | Pixie Necklace | 56644 | Apparel & Accessories > Jewelry > Rings | AQUA CHALCEDONY, QUARTZ | 37446 | CLASSIC | |
| 20686 | Wisteria Ring | 56644 | Apparel & Accessories > Jewelry > Rings | none | 37446 | none | |
| 20643 | Gossamer Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 31205 | MALEFICENT | |
| 19302 | Wisteria Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 31205 | none | |
| 8881 | Cascade Drop Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 18723 | none | |
| 20697 | Pool Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 18723 | none | |
| 20650 | Ocean Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 20667 | Pool Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 20710 | Drift Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 20696 | Bloom Necklace | 12482 | GARNETS, AQUA CHALCEDONY, PERIDOTS | -6716 | CARNELIAN | ||
| 20704 | Pixie Earrings | 6241 | POSTS, AQUA CHALCEDONY, QUARTZ | -12957 | CLASSIC | ||
| 20694 | Fearless Earrings | 0 | DANGLES | -19198 | CLASSIC | ||
| 20711 | Glimmer Earrings | 0 | POSTS | -19198 | none | ||
| 19324 | Angel Earrings | 0 | DANGLES | -19198 | none | ||
| 19314 | Small Glimmer Earrings | 0 | POSTS | -19198 | none | ||
| 20642 | Enchanted Earrings | 0 | EARRINGS, AQUA CHALCEDONY, ONYX, QUARTZ | -19198 | none | ||
| 19325 | Halo Ring | 0 | AQUA CHALCEDONY, ONYX | -19198 | none | ||
| 20700 | Appeal Earrings | -50403 | DANGLES, TOURMALINE | -69601 | none | ||
| 19316 | Charisma Necklace | -56644 | TOURMALINE, AQUA CHALCEDONY, ONYX | -75842 | CLASSIC | ||
| 19323 | Mini Earrings | -75842 | POSTS, HOOPS, DANGLES | -95040 | none |