Fold 1 - 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: 62
Unique residual values tried: 5
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 | 27.000641 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 31680 | 27.004967 | 1.6.5 | 5.6.1 (5*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
| 0 | 36.000160 | 0 | 0 (0) | No | |
| 18723 | 36.004006 | 0.0.3 | 3.0.0 (3*79^2) | No | |
| 178 | 61.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "NECKLACE" tag (processing sequence 2023). 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 | MATERIALS_DIAMONDS, PRICES_$300-$400, MAMA | |
| 640 | DIAMOND STARBURST EYE NECKLACE | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 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 | |
| 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 | |
| 7829 | Aurora Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9255 | Balance Necklace - Amethyst | 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 | |
| 10349 | 90's Baby Chain Gold 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 | |
| 11047 | The Good Eye Lock Necklace: Silver Cuban Chain | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 11178 | Geometric Metal Necklace By Police For Men | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 13824 | White Topaz & Purple Amethyst & Agate 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 | |
| 13917 | Rounded Box Necklace 1.8 mm - 14k white gold | 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 | |
| 17827 | Zuri Hammered Curb Chain | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 17893 | Kaiser Style Necklace - Live, Laugh, Love | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 18701 | Get to the Point Necklace - Labradorite | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 18806 | Golden Hour Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 18823 | Herringbone 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 | |
| 13882 | Octagon Gold Pendant in Garnet & Citrine | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | none | |
| 13884 | Octagon Gold Pendant in Peridot & Blue Topaz | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | none | |
| 13886 | Octagon White Gold Pendant in White Topaz & Blue Topaz | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | none | |
| 13878 | Silver Filigree Pendant in White Topaz & Blue Topaz | 31680 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -18723 | none | |
| 807 | DIAMOND DRAGONFLY NECKLACE | 18723 | PENDANT | -31680 | none | ||
| 228 | St Christopher Medal Rose Quartz Necklace | 178 | Religious & Ceremonial > Religious Items | none | -50225 | EVERYDAY, GEMSTONES, HEALTH | |
| 15268 | CAILIN CRYSTAL PENDANT NECKLACE GOLD PURPLE CRYSTAL | 0 | JEWLERY | -50403 | KS BIRTHSTONE, KS CORE | ||
| 654 | DIAMOND STARBURST PENDANT SET | 0 | PENDANT | -50403 | none | ||
| 655 | DIAMOND STARBURST PENDANT SET | 0 | PENDANT | -50403 | none | ||
| 659 | DIAMOND STARBURST PENDANT | 0 | PENDANT | -50403 | none | ||
| 695 | DIAMOND WING PENDANT | 0 | PENDANT | -50403 | none | ||
| 707 | DIAMOND JIGSAW PUZZLE CUT OUT PENDANT | 0 | PENDANT | -50403 | none | ||
| 725 | DIAMOND AND RUBY LADYBIRD AND LEAF PENDANT SET | 0 | PENDANT | -50403 | none | ||
| 15269 | CAILIN CRYSTAL PENDANT NECKLACE GOLD GREEN CRYSTAL | 0 | JEWLERY | -50403 | KS BIRTHSTONE, KS CORE | ||
| 5395 | Airbrush 90's Green Boombox Shirt Design | 0 | LETTERS | -50403 | none | ||
| 5450 | Airbrush 90's Neon Boombox Shirt Design | 0 | LETTERS | -50403 | none | ||
| 15270 | CAILIN CRYSTAL PENDANT NECKLACE GOLD RED CRYSTAL | 0 | JEWLERY | -50403 | KS BIRTHSTONE, KS CORE | ||
| 15336 | ELISA SHORT PENDANT NECKLACE GOLD COBALT CATS EYE | 0 | JEWLERY | -50403 | KS CORE | ||
| 15436 | Fern Pendant Necklace in gold | 0 | JEWLERY | -50403 | none | ||
| 15240 | CAILIN CRYSTAL PENDANT NECKLACE GOLD BLUE CRYSTAL | 0 | JEWLERY | -50403 | KS CORE | ||
| 15262 | CAILIN CRYSTAL PENDANT NECKLACE GOLD BLUE VIOLET CRYSTAL | 0 | JEWLERY | -50403 | KS BIRTHSTONE, KS CORE | ||
| 11023 | Large Luxe Lexi Lock Necklace: Silver Round Box Chain | 0 | DAINTY | -50403 | none | ||
| 15263 | CAILIN CRYSTAL PENDANT NECKLACE GOLD BURGUNDY CRYSTAL | 0 | JEWLERY | -50403 | KS CORE | ||
| 15265 | CAILIN CRYSTAL PENDANT NECKLACE GOLD GOLDEN YELLOW CRYSTAL | 0 | JEWLERY | -50403 | KS BIRTHSTONE, KS CORE | ||
| 15267 | CAILIN CRYSTAL PENDANT NECKLACE GOLD PERIDOT CRYSTAL | 0 | JEWLERY | -50403 | KS BIRTHSTONE, KS CORE | ||
| 15266 | CAILIN CRYSTAL PENDANT NECKLACE GOLD METAL WHITE CZ | 0 | JEWLERY | -50403 | KS CORE | ||
| 257 | Faceted Citrine Drop Necklace | 0 | DAINTY | -50403 | COACHELLA | ||
| 269 | Howlite Rectangle Mixed Chain Necklace | 0 | DAINTY | -50403 | FESTIVALLIFE, COACHELLA, EVERYDAY | ||
| 272 | Rise Above Multi Strand Necklace | 0 | DAINTY | -50403 | FESTIVALLIFE, COACHELLA, EVERYDAY, GEMSTONES | ||
| 599 | DIAMOND STARBURST CUT OUT PENDANT | 0 | PENDANT | -50403 | none | ||
| 633 | DIAMOND STARBURST CUT OUT PENDANT | 0 | PENDANT | -50403 | none |