Fold 2 - Understanding why coefficient 55611 was selected
Tag: NECKLACES AND AMULETS
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 55611 | 0.000145 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 34944 | 0.001161 | 1.6.5 | 5.6.1 (5*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Charms & Pendants | No |
These are the training products that have the "NECKLACES AND AMULETS" tag (processing sequence 2294). 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 |
|---|---|---|---|---|---|---|---|
| 25565 | Axum Trio Amulet Necklace | 55611 | none | 0 | none | ||
| 18012 | Harriet Tubman Small Round Medallion | 55611 | none | 0 | none | ||
| 18013 | Harriet Tubman Large Square Medallion Necklace | 55611 | none | 0 | none | ||
| 25467 | 22" Thick 18K Gold Filled Chain | 55611 | none | 0 | none | ||
| 25494 | Cosmos Key Necklace w/ Fiery Red Enamel | 55611 | none | 0 | none | ||
| 25508 | Cosmos Claw Necklace | 55611 | none | 0 | none | ||
| 25561 | Axum Multi Charm Necklace | 55611 | none | 0 | none | ||
| 25564 | Axum Coin Pendant Necklace | 55611 | none | 0 | none | ||
| 18009 | Harriet Tubman Large Medallion | 34944 | Apparel & Accessories > Jewelry > Charms & Pendants | none | -20667 | none |