Fold 3 - Understanding why coefficient 28055 was selected
Tag: ENAMEL
Selected Coefficient: 28055
Taxonomy Path: 1.6.4
Taxonomy Name: Apparel & Accessories > Jewelry > Brooches & Lapel Pins
Products with this tag: 9
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 28055 | 1.012193 | 1.6.4 | 4.6.1 (4*83^2 + 6*83 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 55611 | 1.012919 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 69057 | 1.084337 | 1.2.10 | 10.2.1 (10*83^2 + 2*83 + 1) | No | |
| 0 | 8.000000 | 0 | 0 (0) | No |
These are the training products that have the "ENAMEL" tag (processing sequence 3402). 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 |
|---|---|---|---|---|---|---|---|
| 14349 | Shutgun Shell Cufflinks - 3D, Red | 69057 | none | 41002 | none | ||
| 31493 | Custom Enamel Name Paperclip Necklace | 55611 | none | 27556 | SHOP ALL | ||
| 14367 | Alligator Cufflinks - 3D, Silver | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 13997 | Shutgun Shell Cufflinks - 3D, Green | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 14420 | Bee Cufflinks - 3D, Yellow, Black | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 14441 | Deer Head Cufflinks - 3D, Silver with Enamel | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 14387 | Deer Cufflinks - Buck Head, 3D | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 14356 | Elephant Cufflinks - 3D, Silver | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 20712 | Quinn Enamel Huggie Earrings | 0 | EARRINGS | -28055 | none |