Fold 2 - 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: 7
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 | 3.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 10082 | 5.000198 | 0.0.2 | 2.0.0 (2*71^2) | No | |
| 15123 | 5.000198 | 0.0.3 | 3.0.0 (3*71^2) | No | |
| 71413 | 6.000000 | 58.11.14 | 14.11.58 (14*71^2 + 11*71 + 58) | No |
These are the training products that have the "CRYSTAL NECKLACE" tag (processing sequence 174). 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 | 71413 | SILVER | 30658 | WOMEN | ||
| 9026 | Raw Citrine Pendant Necklace - Sterling Silver with Chain | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | WOMEN, 13TH ANNIVERSARY, NOVEMBER BIRTHSTONE, YELLOW CRYSTAL, CITRINE | |
| 9039 | Raw Carnelian Necklace -Wire Wrapped Healing Crystal Pendant | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | WOMEN, CHAIN MATERIAL BLACK FLAT LEATHER | |
| 8892 | Black Tourmaline Mala Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | BLACK CRYSTAL | |
| 9317 | Raw Dark Amethyst Necklace - Silver Wire Wrapped | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | WOMEN | |
| 9518 | Herkimer Diamond Necklace - Add a Sterling Silver Chain | 15123 | PENDANT | -25632 | HERKIMER DIAMOND, ADD A STERLING SILVER CHAIN? 16 INCH CHAIN | ||
| 9484 | Silver Black Onyx Necklace | 10082 | GOLD | -30673 | WOMEN |