Fold 1 - Understanding why coefficient 1798113 was selected
Tag: MENS PANTS
Selected Coefficient: 1798113
Taxonomy Path: 1.1.12.3
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1798113 | 0.000002 | 1.1.12.3 | 3.12.1.1 (3*83^3 + 12*83^2 + 83 + 1) | Yes | |
| 6372409 | 0.000007 | 1.1.12.11 | 11.12.1.1 (11*83^3 + 12*83^2 + 83 + 1) | No |
These are the training products that have the "MENS PANTS" tag (processing sequence 2775). 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 |
|---|---|---|---|---|---|---|---|
| 21661 | BARRON - Mens Statement Classic Pants | 6372409 | none | 4574296 | none | ||
| 21468 | Barron - 5 Pocket Chino | 1798113 | none | 0 | none | ||
| 21481 | Barron - Cotton Chino | 1798113 | none | 0 | none | ||
| 21631 | Barron - Poly Cotton Chino | 1798113 | none | 0 | none | ||
| 21636 | Barron - Flat Front Chino | 1798113 | none | 0 | none |