Fold 3 - 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: 24
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? |
|---|---|---|---|---|---|
| 19198 | 13.000961 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | Yes |
| 50403 | 13.001442 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 56644 | 13.001442 | 1.6.9 | 9.6.1 (9*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Rings | No |
| 37921 | 13.001442 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 0 | 14.000000 | 0 | 0 (0) | No | |
| -50403 | 22.000160 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| -37921 | 22.000160 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | No | |
| 88324 | 23.000000 | 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 3592). 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 |
|---|---|---|---|---|---|---|---|
| 20661 | Marquise Necklace | 88324 | GARNETS | 69126 | Apparel & Accessories > Jewelry > Watches | none | |
| 19325 | Halo Ring | 56644 | Apparel & Accessories > Jewelry > Rings | none | 37446 | none | |
| 20686 | Wisteria Ring | 56644 | Apparel & Accessories > Jewelry > Rings | none | 37446 | none | |
| 19316 | Charisma Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 31205 | CLASSIC | |
| 19302 | Wisteria Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 31205 | none | |
| 20697 | Pool Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 18723 | none | |
| 20651 | Drift Bracelet with assorted stones | 37921 | Apparel & Accessories > Jewelry > Earrings | PERIDOTS, GARNETS | 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 | |
| 20650 | Ocean Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 20699 | Appeal Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | CLASSIC | |
| 20710 | Drift Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 20711 | Glimmer Earrings | 0 | POSTS | -19198 | DRUZY, CELESTIAL | ||
| 19314 | Small Glimmer Earrings | 0 | POSTS | -19198 | DRUZY, CELESTIAL | ||
| 19324 | Angel Earrings | 0 | DANGLES | -19198 | none | ||
| 20632 | 14K Gold Simplicity Necklace | 0 | QUARTZ | -19198 | CLASSIC | ||
| 20662 | Navette Earrings | 0 | POSTS, DANGLES, GARNETS | -19198 | none | ||
| 20669 | Ethereal Earrings | 0 | DANGLES | -19198 | none | ||
| 20694 | Fearless Earrings | 0 | DANGLES | -19198 | CLASSIC | ||
| 20695 | Simplicity Necklace | 0 | QUARTZ | -19198 | CLASSIC | ||
| 20700 | Appeal Earrings | 0 | DANGLES | -19198 | none | ||
| 20703 | Pixie Necklace | 0 | QUARTZ | -19198 | CLASSIC | ||
| 19323 | Mini Earrings | -37921 | POSTS, DANGLES | -57119 | none | ||
| 20704 | Pixie Earrings | -50403 | POSTS, QUARTZ | -69601 | CLASSIC |