Fold 2 - Understanding why coefficient 50403 was selected
Tag: ECLECTICS
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 49
Unique residual values tried: 15
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 | 28.001923 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 19198 | 28.002403 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 56644 | 28.002884 | 1.6.9 | 9.6.1 (9*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Rings | No |
| 37921 | 28.003044 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 25439 | 28.003205 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
| 0 | 32.000961 | 0 | 0 (0) | No | |
| -6241 | 32.002243 | -0.0.1 | -1.0.0 (-(6241)) | No | |
| -18723 | 32.002564 | -0.0.3 | -3.0.0 (-(3*79^2)) | No | |
| 18723 | 32.002564 | 0.0.3 | 3.0.0 (3*79^2) | No | |
| -37446 | 32.002564 | -0.0.6 | -6.0.0 (-(6*79^2)) | No | |
| -56644 | 42.000320 | -1.6.9 | -9.6.1 (-(9*79^2 + 6*79 + 1)) | No | |
| -50403 | 42.000961 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| -37921 | 42.000961 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | No | |
| -107047 | 46.000000 | -2.12.17 | -17.12.2 (-(17*79^2 + 12*79 + 2)) | No | |
| 107047 | 48.000000 | 2.12.17 | 17.12.2 (17*79^2 + 12*79 + 2) | No |
These are the training products that have the "ECLECTICS" tag (processing sequence 3840). 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 | 107047 | GARNETS | 56644 | Apparel & Accessories > Jewelry > Rings | none | |
| 20677 | Fiddlehead Ring | 56644 | Apparel & Accessories > Jewelry > Rings | none | 6241 | CELESTIAL | |
| 20655 | Lily Pad Ring | 56644 | Apparel & Accessories > Jewelry > Rings | none | 6241 | none | |
| 20689 | Defiant Ring | 56644 | Apparel & Accessories > Jewelry > Rings | none | 6241 | MALEFICENT | |
| 20705 | Defiant Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | MALEFICENT | |
| 20643 | Gossamer Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | MALEFICENT | |
| 20685 | Celestial Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | CELESTIAL | |
| 19322 | Lucky Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | CELESTIAL | |
| 20672 | Tranquility Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 20690 | Reflection Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 20656 | Serene Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 19302 | Wisteria Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 20679 | Small Lucky Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | CELESTIAL | |
| 20691 | Reflection Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | -12482 | none | |
| 20697 | Pool Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | -12482 | none | |
| 20651 | Drift Bracelet with assorted stones | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | PERIDOTS, GARNETS | -24964 | none | |
| 20664 | Defiant Cuff | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | -31205 | MALEFICENT | |
| 20710 | Drift Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | -31205 | none | |
| 20682 | Ripple Cuff | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | -31205 | none | |
| 20698 | Maleficent Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | -31205 | MALEFICENT | |
| 20650 | Ocean Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | -31205 | none | |
| 20667 | Pool Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | -31205 | none | |
| 20662 | Navette Earrings | 18723 | POSTS, DANGLES, GARNETS | -31680 | none | ||
| 20711 | Glimmer Earrings | 0 | POSTS | -50403 | CELESTIAL | ||
| 19314 | Small Glimmer Earrings | 0 | POSTS | -50403 | CELESTIAL | ||
| 19315 | Radiant Ring - Cosmic | 0 | AQUA CHALCEDONY | -50403 | CLASSIC | ||
| 19324 | Angel Earrings | 0 | DANGLES | -50403 | none | ||
| 20646 | Enchanted Ring | 0 | AQUA CHALCEDONY | -50403 | none | ||
| 20657 | Cosmic Earrings | 0 | DANGLES | -50403 | CELESTIAL | ||
| 20669 | Ethereal Earrings | 0 | DANGLES | -50403 | none | ||
| 20694 | Fearless Earrings | 0 | DANGLES | -50403 | CLASSIC | ||
| 20700 | Appeal Earrings | 0 | DANGLES | -50403 | TOURMALINE | ||
| 20702 | True Earrings | 0 | DANGLES | -50403 | CLASSIC | ||
| 20709 | Celestial Earrings | 0 | DANGLES | -50403 | CELESTIAL | ||
| 20676 | Starlight Necklace | -6241 | AQUA CHALCEDONY | -56644 | none | ||
| 20706 | Devoted Necklace | -6241 | AQUA CHALCEDONY | -56644 | none | ||
| 20674 | Boundless Necklace | -6241 | AQUA CHALCEDONY | -56644 | none | ||
| 20660 | Orbit Bracelet | -18723 | DANGLES | -69126 | CELESTIAL | ||
| 20654 | Radiant Cuff | -37446 | AQUA CHALCEDONY | -87849 | none | ||
| 20673 | Balance Earrings | -37921 | POSTS, DANGLES | -88324 | MALEFICENT | ||
| 20644 | Fearless Earrings with stones | -50403 | DANGLES, PERIDOTS, AQUA CHALCEDONY, GARNETS | -100806 | CLASSIC | ||
| 19333 | Harbor Necklace | -56644 | PERIDOTS, AQUA CHALCEDONY | -107047 | none | ||
| 20703 | Pixie Necklace | -56644 | QUARTZ, AQUA CHALCEDONY | -107047 | CLASSIC | ||
| 19327 | Embrace Earrings | -56644 | DANGLES, AQUA CHALCEDONY | -107047 | none | ||
| 20678 | Fiddlehead Necklace | -56644 | QUARTZ, AQUA CHALCEDONY | -107047 | CELESTIAL | ||
| 20652 | Clarity Necklace | -56644 | QUARTZ, AQUA CHALCEDONY | -107047 | CLASSIC | ||
| 20704 | Pixie Earrings | -107047 | POSTS, QUARTZ, AQUA CHALCEDONY | -157450 | CLASSIC | ||
| 19334 | Blissful Earrings | -107047 | DANGLES, QUARTZ, AQUA CHALCEDONY | -157450 | CLASSIC | ||
| 20645 | Enchanted necklace | -107047 | NECKLACES, QUARTZ, AQUA CHALCEDONY | -157450 | CLASSIC |