Fold 4 - Understanding why coefficient 6951085 was selected
Tag: ULTIMATE WARM 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 "ULTIMATE WARM SWEATER" tag (processing sequence 1242). 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 |
|---|---|---|---|---|---|---|---|
| 25588 | Amundsen: Burgundy | 6951085 | none | 0 | none | ||
| 25591 | Hemingway Zip: Green | 6951085 | none | 0 | KNITWEAR | ||
| 25592 | Hemingway Zip: Grey | 6951085 | none | 0 | KNITWEAR | ||
| 25593 | Hemingway Zip: Navy | 6951085 | none | 0 | KNITWEAR | ||
| 25594 | Hemingway Zip: Burgundy | 6951085 | none | 0 | KNITWEAR |