Fold 0 - Understanding why coefficient 25123 was selected
Tag: HEADSCARF
Selected Coefficient: 25123
Taxonomy Path: 1.2.4
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Bandanas & Headties
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 25123 | 0.000000 | 1.2.4 | 4.2.1 (4*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | Yes |
These are the training products that have the "HEADSCARF" tag (processing sequence 332). 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 |
|---|---|---|---|---|---|---|---|
| 4545 | Reversible Adeben/Naetochu Head Wrap African Print | 25123 | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | none | 0 | none | |
| 4546 | Reversible Amai/Soludo Head Wrap African Print | 25123 | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | none | 0 | none | |
| 4547 | Reversible Black Panther King/Queen Head Wrap African Print | 25123 | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | none | 0 | none | |
| 4548 | Reversible Friarachi Head Wrap African Print | 25123 | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | none | 0 | none | |
| 4549 | Reversible Geryia Head Wrap African Print | 25123 | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | none | 0 | none | |
| 4550 | Reversible Ikeogu/Taj Head Wrap African Print | 25123 | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | none | 0 | none | |
| 4552 | Reversible Mianu/Issa Head Wrap African Print | 25123 | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | none | 0 | none | |
| 4553 | Reversible Milochi Head Wrap African Print | 25123 | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | none | 0 | none | |
| 4556 | Reversible Ulo/Ife Head Wrap African Print | 25123 | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | none | 0 | none |