Fold 1 - Understanding why coefficient 40755 was selected
Tag: CHARM NECKLACE
Selected Coefficient: 40755
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 8
Unique residual values tried: 1
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 | 0.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
These are the training products that have the "CHARM NECKLACE" tag (processing sequence 76). 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 |
|---|---|---|---|---|---|---|---|
| 2310 | Mini Micro Pave Disc Pendant Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | PENDANT NECKLACE, VALENTINE'S DAY, ADJUSTABLE NECKLACE, CUBIC ZIRCONIA | |
| 9013 | Raw Topaz - Sterling Silver Plated | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | PENDANT NECKLACE, 19TH ANNIVERSARY | |
| 9132 | Rainbow Moonstone Necklace - Sterling Silver Lotus Pendant | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | PENDANT NECKLACE, RAINBOW MOONSTONE, ADD A STERLING SILVER CHAIN? 16 INCH CHAIN, CRYSTAL CHARM | |
| 9316 | Raw Clear Quartz Point Pendant - Silver Plated Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9442 | Rose Quartz Charm Necklace - Gold Plated Brass | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | ROSE QUARTZ, AFFORDABLE, CRYSTAL CHARM | |
| 9485 | Amethyst Sterling Silver Plated Charm Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 9486 | Aquamarine Silver Wire Wrapped Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | 16TH ANNIVERSARY, 19TH ANNIVERSARY | |
| 9562 | Turquoise Charm Necklace - Antiqued Sterling Silver | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | CHAIN LENGTH 18" |