Fold 4 - Understanding why coefficient 37921 was selected
Tag: ROXANNE COLLINS
Selected Coefficient: 37921
Taxonomy Path: 1.6.6
Taxonomy Name: Apparel & Accessories > Jewelry > Earrings
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 37921 | 0.000320 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | Yes |
| 19198 | 0.000641 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 50403 | 0.000641 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "ROXANNE COLLINS" tag (processing sequence 2509). 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 |
|---|---|---|---|---|---|---|---|
| 12375 | Sea Birds Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 12482 | none | |
| 12374 | Sunrise Glow Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 0 | none | |
| 12376 | Sea Birds Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 0 | none | |
| 12378 | Pink Shoreline Post Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 0 | none | |
| 12377 | Sea Birds Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | -18723 | none |