Fold 0 - Understanding why coefficient 40755 was selected
Tag: LINK NECKLACE
Selected Coefficient: 40755
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 12
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 "LINK NECKLACE" tag (processing sequence 181). 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 |
|---|---|---|---|---|---|---|---|
| 7094 | Small Link Chain Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | ACESORIZ, LINK CHAIN | |
| 7103 | Figaro Chain Choker | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 7105 | Cuban Chain Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 7110 | Chunky Link Chain Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 7111 | Hamsa & Eye Pendant Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 7116 | Pave Rectangle Tag Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 7118 | Pave Clasp Medium Maimi Curb Link Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 7146 | Figaro Chain Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 7159 | Multi Style Crescent Pendant Oval Link Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 7168 | Herringbone & Figaro Lock Pendant Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 7169 | Singapore Choker | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 7171 | Singapore Coin Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none |