Fold 3 - 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: 16
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? |
|---|---|---|---|---|---|
| 40755 | 8.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 0 | 9.000397 | 0 | 0 (0) | No | |
| 15123 | 9.000992 | 0.0.3 | 3.0.0 (3*71^2) | No | |
| 162 | 15.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "NECKLACE" tag (processing sequence 20). 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 |
|---|---|---|---|---|---|---|---|
| 979 | Fire & Ice (Champagne) | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 250 | Charmed Mandala Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 257 | Faceted Citrine Drop Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 269 | Howlite Rectangle Mixed Chain Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | WHITE, FESTIVALLIFE | |
| 272 | Rise Above Multi Strand Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | ALYCIÆNGEL, FESTIVALLIFE | |
| 5829 | Paper Heart Necklace (Silver) | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 640 | DIAMOND STARBURST EYE NECKLACE | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 997 | Fire & Ice (Deep Sea Blue) | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 807 | DIAMOND DRAGONFLY NECKLACE | 15123 | PENDANT | -25632 | none | ||
| 1599 | Sterling Silver Tree of Life Necklace | 15123 | PENDANT | -25632 | none | ||
| 228 | St Christopher Medal Rose Quartz Necklace | 162 | Religious & Ceremonial > Religious Items | none | -40593 | ALYCIÆNGEL | |
| 725 | DIAMOND AND RUBY LADYBIRD AND LEAF PENDANT SET | 0 | PENDANT | -40755 | none | ||
| 659 | DIAMOND STARBURST PENDANT | 0 | PENDANT | -40755 | none | ||
| 655 | DIAMOND STARBURST PENDANT SET | 0 | PENDANT | -40755 | none | ||
| 5450 | Airbrush 90's Neon Boombox Shirt Design | 0 | DESIGN | -40755 | GOLD, 90'S | ||
| 599 | DIAMOND STARBURST CUT OUT PENDANT | 0 | PENDANT | -40755 | none |