Fold 2 - Understanding why coefficient 19198 was selected
Tag: DELTA
Selected Coefficient: 19198
Taxonomy Path: 1.6.3
Taxonomy Name: Apparel & Accessories > Jewelry > Bracelets
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 19198 | 2.000320 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | Yes |
| 50403 | 2.000320 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 5 | 4.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "DELTA" tag (processing sequence 3992). 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 |
|---|---|---|---|---|---|---|---|
| 14661 | Coleman | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 31205 | none | |
| 14700 | DST | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 31205 | none | |
| 14691 | CW custom | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 14696 | Devotion | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 14647 | Bundle #4 | 5 | Bundles | none | -19193 | none | |
| 14648 | Bundle #2 | 5 | Bundles | none | -19193 | none |