Fold 3 - Understanding why coefficient 6951085 was selected
Tag: BASIC SWEATER
Selected Coefficient: 6951085
Taxonomy Path: 1.1.13.12
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 6951085 | 0.000000 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | Yes |
These are the training products that have the "BASIC SWEATER" tag (processing sequence 953). 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 |
|---|---|---|---|---|---|---|---|
| 10277 | Basic Sweater - Buttermilk | 6951085 | none | 0 | none | ||
| 10296 | Basic Sweater - Light Blue | 6951085 | none | 0 | none | ||
| 10502 | Basic Sweater - Navy | 6951085 | none | 0 | none | ||
| 10509 | Basic Sweater - Black | 6951085 | none | 0 | none | ||
| 10510 | Basic Sweater - Beige | 6951085 | none | 0 | none |