Fold 2 - Understanding why coefficient -661428 was selected
Tag: POCKET
Selected Coefficient: -661428
Taxonomy Path: -1.1.13.1
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -661428 | 1.000000 | -1.1.13.1 | -1.13.1.1 (-(571787 + 13*83^2 + 83 + 1)) | Yes | |
| 6951085 | 1.000000 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "POCKET" tag (processing sequence 5023). 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 |
|---|---|---|---|---|---|---|---|
| 14411 | Off Kilter Stripe | 6951085 | none | 7612513 | PULLOVER | ||
| 23266 | TAILORED SLIT TROUSERS | -661428 | BLOUSE, TROUSERS | 0 | JACKET, MINIMAL, EAST LONDON SHOPPING |