Fold 0 - Understanding why coefficient 40755 was selected
Tag: NECKLACE
Selected Coefficient: 40755
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 21
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 40755 | 10.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 0 | 14.000198 | 0 | 0 (0) | No | |
| 15123 | 14.001190 | 0.0.3 | 3.0.0 (3*71^2) | No | |
| -2959566 | 20.000000 | -2.7.19.8 | -8.19.7.2 (-(8*71^3 + 19*71^2 + 7*71 + 2)) | No | |
| -2928893 | 20.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| 162 | 20.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "NECKLACE" tag (processing sequence 37). 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 |
|---|---|---|---|---|---|---|---|
| 10349 | 90's Baby Chain Gold Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | ACCESSORIES | |
| 257 | Faceted Citrine Drop Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | GIFT, ADJUSTABLE, DAINTY | |
| 272 | Rise Above Multi Strand Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | GIFT, ADJUSTABLE, ALYCIÆNGEL, DAINTY | |
| 979 | Fire & Ice (Champagne) | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | CHAMPAGNE | |
| 997 | Fire & Ice (Deep Sea Blue) | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 5829 | Paper Heart Necklace (Silver) | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | VIEW ALL | |
| 6266 | Pearly Heart Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | 14K YELLOW GOLD FILLED, VIEW ALL | |
| 6345 | Eternity Diamond Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 7649 | Atlantis Necklace - Kyanite | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | 14K YELLOW GOLD FILLED, VIEW ALL | |
| 9255 | Balance Necklace - Amethyst | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | 14K YELLOW GOLD FILLED, VIEW ALL | |
| 9782 | Chevron Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | 14K YELLOW GOLD FILLED, VIEW ALL | |
| 807 | DIAMOND DRAGONFLY NECKLACE | 15123 | PENDANT | -25632 | none | ||
| 228 | St Christopher Medal Rose Quartz Necklace | 162 | Religious & Ceremonial > Religious Items | none | -40593 | GIFT, ADJUSTABLE, ALYCIÆNGEL, HEALTH | |
| 633 | DIAMOND STARBURST CUT OUT PENDANT | 0 | PENDANT | -40755 | none | ||
| 655 | DIAMOND STARBURST PENDANT SET | 0 | PENDANT | -40755 | none | ||
| 695 | DIAMOND WING PENDANT | 0 | PENDANT | -40755 | none | ||
| 725 | DIAMOND AND RUBY LADYBIRD AND LEAF PENDANT SET | 0 | PENDANT | -40755 | none | ||
| 659 | DIAMOND STARBURST PENDANT | 0 | PENDANT | -40755 | none | ||
| 599 | DIAMOND STARBURST CUT OUT PENDANT | 0 | PENDANT | -40755 | none | ||
| 5395 | Airbrush 90's Green Boombox Shirt Design | -2928893 | DESIGN, BLACK | -2969648 | YELLOW | ||
| 5450 | Airbrush 90's Neon Boombox Shirt Design | -2959566 | DESIGN, BLACK, GOLD | -3000321 | none |