Fold 2 - Understanding why coefficient 6372409 was selected
Tag: LADIES PANTS
Selected Coefficient: 6372409
Taxonomy Path: 1.1.12.11
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 6372409 | 0.000002 | 1.1.12.11 | 11.12.1.1 (11*83^3 + 12*83^2 + 83 + 1) | Yes | |
| 1798113 | 0.000003 | 1.1.12.3 | 3.12.1.1 (3*83^3 + 12*83^2 + 83 + 1) | No |
These are the training products that have the "LADIES PANTS" tag (processing sequence 3612). 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 |
|---|---|---|---|---|---|---|---|
| 21644 | Barron - Ladies Amber Pants | 6372409 | none | 0 | none | ||
| 21738 | Barron - Ladies Statement Stretch Pants | 6372409 | none | 0 | none | ||
| 21741 | Barron - Ladies Stretch Chino Pants | 1798113 | none | -4574296 | none |