Fold 0 - 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: 19
Unique residual values tried: 9
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 | 12.000641 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | Yes |
| 50403 | 12.000801 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 37921 | 12.000801 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 0 | 13.000160 | 0 | 0 (0) | No | |
| -31205 | 13.000801 | -0.0.5 | -5.0.0 (-(5*79^2)) | No | |
| -50403 | 15.000160 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| -37921 | 15.000481 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | No | |
| 107047 | 18.000000 | 2.12.17 | 17.12.2 (17*79^2 + 12*79 + 2) | No | |
| -88324 | 18.000000 | -2.12.14 | -14.12.2 (-(14*79^2 + 12*79 + 2)) | No |
These are the training products that have the "ELEGANCE" tag (processing sequence 3382). 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 |
|---|---|---|---|---|---|---|---|
| 20633 | Cosmic Ring | 107047 | CELESTIAL | 87849 | none | ||
| 20643 | Gossamer Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 31205 | MALEFICENT | |
| 20695 | Simplicity Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 31205 | CLASSIC | |
| 20697 | Pool Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 18723 | none | |
| 8881 | Cascade Drop Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 18723 | none | |
| 20667 | Pool Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 20684 | Wind Wave Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 20699 | Appeal Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | CLASSIC | |
| 20696 | Bloom Necklace | 0 | FEARLESS | -19198 | BESTSELLERS, PERIDOTS | ||
| 20661 | Marquise Necklace | 0 | FEARLESS | -19198 | none | ||
| 20704 | Pixie Earrings | 0 | POSTS | -19198 | BESTSELLERS, CLASSIC | ||
| 20711 | Glimmer Earrings | 0 | POSTS, DRUZY, CELESTIAL | -19198 | BESTSELLERS | ||
| 19316 | Charisma Necklace | 0 | ONYX | -19198 | CLASSIC | ||
| 20651 | Drift Bracelet with assorted stones | -31205 | FEARLESS | -50403 | BESTSELLERS, PERIDOTS | ||
| 19323 | Mini Earrings | -37921 | POSTS, DANGLES | -57119 | none | ||
| 20694 | Fearless Earrings | -50403 | DANGLES, FEARLESS | -69601 | BESTSELLERS, CLASSIC | ||
| 20669 | Ethereal Earrings | -50403 | DANGLES, FEARLESS | -69601 | none | ||
| 20642 | Enchanted Earrings | -50403 | EARRINGS, ONYX | -69601 | BESTSELLERS | ||
| 20662 | Navette Earrings | -88324 | POSTS, DANGLES, FEARLESS | -107522 | none |