Fold 4 - Understanding why coefficient 195798973 was selected
Tag: CALVERT AVENUE
Selected Coefficient: 195798973
Taxonomy Path: 1.1.10.2.5
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Overcoats
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 195798973 | 0.000000 | 1.1.10.2.5 | 5.2.10.1.1 (5*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Overcoats | Yes |
These are the training products that have the "CALVERT AVENUE" tag (processing sequence 1418). 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 |
|---|---|---|---|---|---|---|---|
| 23255 | SQUARE RAGLAN COAT | 195798973 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Overcoats | none | 0 | DRESS, MUST HAVE, OVERSIZED |