Fold 2 - Understanding why coefficient 1098496 was selected
Tag: HOMBRE
Selected Coefficient: 1098496
Taxonomy Path: 1.1.18.2
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Athletic Socks
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? |
|---|---|---|---|---|---|
| 1098496 | 0.000000 | 1.1.18.2 | 2.18.1.1 (2*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Athletic Socks | Yes |
These are the training products that have the "HOMBRE" tag (processing sequence 1586). 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 |
|---|---|---|---|---|---|---|---|
| 10737 | Feetures Medias Elite Ultra Light No Show Tab Unisex | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | none |