Fold 0 - Understanding why coefficient 168666 was selected
Tag: CUSTOM LENSES
Selected Coefficient: 168666
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 3
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 168666 | 0.000000 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
These are the training products that have the "CUSTOM LENSES" tag (processing sequence 1159). 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 |
|---|---|---|---|---|---|---|---|
| 9152 | ReFramed Port Royal | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | SUNGLASSES | |
| 9165 | ReFramed Place Du Brésil | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | SUNGLASSES | |
| 9214 | Gaillon Sun | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | SUNGLASSES |