Fold 1 - Understanding why coefficient 19198 was selected
Tag: ACESORIZ
Selected Coefficient: 19198
Taxonomy Path: 1.6.3
Taxonomy Name: Apparel & Accessories > Jewelry > Bracelets
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 19198 | 0.000160 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | Yes |
| 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 "ACESORIZ" tag (processing sequence 366). 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 |
|---|---|---|---|---|---|---|---|
| 7094 | Small Link Chain Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 31205 | PAPERCLIP CHAIN | |
| 7095 | Goldie Stretch Beaded Bracelet Stack | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 7097 | Extended Size Goldie Stretch Beaded Bracelet Stack | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 7154 | LEOPARD Beaded Stretch Bracelet Stack | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 7155 | Extended Size LEOPARD Beaded Stretch Bracelet Stack | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none |