Fold 0 - Understanding why coefficient 25439 was selected
Tag: ENAMEL
Selected Coefficient: 25439
Taxonomy Path: 1.6.4
Taxonomy Name: Apparel & Accessories > Jewelry > Brooches & Lapel Pins
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 25439 | 0.000160 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 475 | 0.001122 | 1.6 | 6.1 (6*79 + 1) | Apparel & Accessories > Jewelry | No |
These are the training products that have the "ENAMEL" tag (processing sequence 1289). 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 |
|---|---|---|---|---|---|---|---|
| 14441 | Deer Head Cufflinks - 3D, Silver with Enamel | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 14356 | Elephant Cufflinks - 3D, Silver | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 14367 | Alligator Cufflinks - 3D, Silver | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 14387 | Deer Cufflinks - Buck Head, 3D | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 14388 | Bird Cufflinks - 3D | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 13997 | Shutgun Shell Cufflinks - 3D, Green | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 14420 | Bee Cufflinks - 3D, Yellow, Black | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 14419 | Horse and Jockey Cufflinks - 3D, Red, Black, Silver | 475 | Apparel & Accessories > Jewelry | none | -24964 | none |