Fold 0 - Understanding why coefficient 50403 was selected
Tag: NECKLACE
Selected Coefficient: 50403
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 53
Unique residual values tried: 4
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 | 7.001282 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 31680 | 7.006089 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| 0 | 47.000000 | 0 | 0 (0) | No | |
| 178 | 52.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "NECKLACE" tag (processing sequence 1883). 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 |
|---|---|---|---|---|---|---|---|
| 20630 | Signature Mama Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | NORMAL PRICE, METALS_14K YELLOW GOLD | |
| 15240 | CAILIN CRYSTAL PENDANT NECKLACE GOLD BLUE CRYSTAL | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | KS CORE | |
| 15262 | CAILIN CRYSTAL PENDANT NECKLACE GOLD BLUE VIOLET CRYSTAL | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | KS BIRTHSTONE, KS CORE | |
| 15263 | CAILIN CRYSTAL PENDANT NECKLACE GOLD BURGUNDY CRYSTAL | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | KS CORE | |
| 15266 | CAILIN CRYSTAL PENDANT NECKLACE GOLD METAL WHITE CZ | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | KS CORE | |
| 15267 | CAILIN CRYSTAL PENDANT NECKLACE GOLD PERIDOT CRYSTAL | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | KS BIRTHSTONE, KS CORE | |
| 15268 | CAILIN CRYSTAL PENDANT NECKLACE GOLD PURPLE CRYSTAL | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | KS BIRTHSTONE, KS CORE | |
| 15269 | CAILIN CRYSTAL PENDANT NECKLACE GOLD GREEN CRYSTAL | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | KS BIRTHSTONE, KS CORE | |
| 15270 | CAILIN CRYSTAL PENDANT NECKLACE GOLD RED CRYSTAL | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | KS BIRTHSTONE, KS CORE | |
| 15336 | ELISA SHORT PENDANT NECKLACE GOLD COBALT CATS EYE | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | KS CORE | |
| 15448 | JADA CROSS SHRT PNDT NCK GOLD METAL | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 17827 | Zuri Hammered Curb Chain | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 18806 | Golden Hour Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 18874 | Hexed Necklace - Labradorite | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 19060 | Hexed Necklace - Labradorite (Silver) | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 19196 | Island Girl Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 640 | DIAMOND STARBURST EYE NECKLACE | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 807 | DIAMOND DRAGONFLY NECKLACE | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | PENDANT | |
| 979 | Fire & Ice (Champagne) | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 997 | Fire & Ice (Deep Sea Blue) | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 1599 | Sterling Silver Tree of Life Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | PENDANT | |
| 5829 | Paper Heart Necklace (Silver) | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 6266 | Pearly Heart Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 6345 | Eternity Diamond Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 7649 | Atlantis Necklace - Kyanite | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9629 | Bijou Necklace - Green Zirconia | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9782 | Chevron Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 11038 | The Eva Necklace - Gunmetal Paper Clip Lock Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 11178 | Geometric Metal Necklace By Police For Men | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 12203 | Pearl Moon Phase Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 13825 | Purple Amethyst & Citrine & White Topaz Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 13869 | Butterfly Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 13877 | Rounded Box Necklace 2.6 mm - 14k white gold | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 13879 | Gold Filigree Pendant in Garnet & Citrine | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 13883 | Octagon Gold Pendant in Smoky Quartz & Citrine | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 15135 | Large Coin Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 15147 | Moon Necklace- N11352B | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 15230 | CAILIN CRYSTAL PENDANT NECKLACE GOLD AQUA CRYSTAL | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | KS BIRTHSTONE, KS CORE | |
| 13878 | Silver Filigree Pendant in White Topaz & Blue Topaz | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | none | |
| 599 | DIAMOND STARBURST CUT OUT PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | PENDANT | |
| 633 | DIAMOND STARBURST CUT OUT PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | PENDANT | |
| 655 | DIAMOND STARBURST PENDANT SET | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | PENDANT | |
| 659 | DIAMOND STARBURST PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | PENDANT | |
| 695 | DIAMOND WING PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | PENDANT | |
| 707 | DIAMOND JIGSAW PUZZLE CUT OUT PENDANT | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | PENDANT | |
| 725 | DIAMOND AND RUBY LADYBIRD AND LEAF PENDANT SET | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | PENDANT | |
| 228 | St Christopher Medal Rose Quartz Necklace | 178 | Religious & Ceremonial > Religious Items | none | -50225 | ALYCIÆNGEL, BOHO, EVERYDAY, HEALTH | |
| 269 | Howlite Rectangle Mixed Chain Necklace | 0 | DAINTY | -50403 | EVERYDAY | ||
| 272 | Rise Above Multi Strand Necklace | 0 | DAINTY | -50403 | BRIOLETTE, ALYCIÆNGEL, BOHO, EVERYDAY | ||
| 257 | Faceted Citrine Drop Necklace | 0 | DAINTY | -50403 | BRIOLETTE | ||
| 5395 | Airbrush 90's Green Boombox Shirt Design | 0 | LETTERS | -50403 | none | ||
| 11023 | Large Luxe Lexi Lock Necklace: Silver Round Box Chain | 0 | DAINTY | -50403 | none | ||
| 250 | Charmed Mandala Necklace | 0 | DAINTY | -50403 | BRIOLETTE, EVERYDAY |