Fold 1 - Understanding why coefficient -5146083 was selected
Tag: WARM SWEATER
Selected Coefficient: -5146083
Taxonomy Path: -0.0.0.9
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? |
|---|---|---|---|---|---|
| -5146083 | 0.000002 | -0.0.0.9 | -9.0.0.0 (-(9*83^3)) | Yes | |
| 0 | 0.000002 | 0 | 0 (0) | No |
These are the training products that have the "WARM SWEATER" tag (processing sequence 5109). 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 |
|---|---|---|---|---|---|---|---|
| 25586 | Norgay: Black | 0 | KNITWEAR | 5146083 | none | ||
| 25585 | Women's Full-zip Cardigan | -5146083 | KNITWEAR | 0 | none |