Fold 3 - Understanding why coefficient 1267660 was selected
Tag: PALM
Selected Coefficient: 1267660
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? |
|---|---|---|---|---|---|
| 1267660 | 0.000000 | 1.1.18.2 | 2.18.1.1 (2*83^3 + 18*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Socks > Athletic Socks | Yes |
These are the training products that have the "PALM" tag (processing sequence 2094). 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 |
|---|---|---|---|---|---|---|---|
| 11332 | Cali Me Maybe | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | ATHLETIC |