Fold 3 - Understanding why coefficient 40755 was selected
Tag: CRYSTAL NECKLACE
Selected Coefficient: 40755
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 9
Unique residual values tried: 3
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 | 4.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 81495 | 7.000000 | 58.11.16 | 16.11.58 (16*71^2 + 11*71 + 58) | No |
These are the training products that have the "CRYSTAL NECKLACE" tag (processing sequence 167). 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 |
|---|---|---|---|---|---|---|---|
| 9418 | Red Tigers Eye Crystal Necklace - Antique Bronze and Silver | 81495 | SILVER | 40740 | WOMEN, CHAIN MATERIAL ANTIQUE BRONZE | ||
| 9416 | Raw Sapphire Necklace in White Gold Plated (Dark Silver) | 81495 | SILVER | 40740 | WOMEN, 2021 JEWELRY SET, DARK BLUE CRYSTAL, RAW CRYSTAL | ||
| 9276 | Raw Bloodstone Necklace - Pendant - White Gold Plated Brass | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | WOMEN, CHAIN MATERIAL BLACK FLAT LEATHER | |
| 9317 | Raw Dark Amethyst Necklace - Silver Wire Wrapped | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | WOMEN, 2021 JEWELRY SET | |
| 9352 | Raw Garnet Pendant - Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | WOMEN, 2ND ANNIVERSARY, CHAIN MATERIAL BLACK FLAT LEATHER | |
| 8892 | Black Tourmaline Mala Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | BLACK CRYSTAL | |
| 9039 | Raw Carnelian Necklace -Wire Wrapped Healing Crystal Pendant | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | WOMEN, CHAIN MATERIAL BLACK FLAT LEATHER | |
| 9353 | Raw Green BC Jade Necklace - Antique Bronze and Gold | 0 | GOLD | -40755 | WOMEN, 12TH ANNIVERSARY, 2021 JEWELRY SET, 35TH ANNIVERSARY | ||
| 9484 | Silver Black Onyx Necklace | 0 | GOLD | -40755 | WOMEN, 7TH ANNIVERSARY |