Fold 0 - Understanding why coefficient -571787 was selected
Tag: SOEUR
Selected Coefficient: -571787
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -571787 | 1.000002 | -0.0.0.1 | -1.0.0.0 (-(571787)) | Yes | |
| 0 | 1.000002 | 0 | 0 (0) | No | |
| 1805002 | 2.000000 | 1.1.13.3 | 3.13.1.1 (3*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "SOEUR" tag (processing sequence 6263). 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 |
|---|---|---|---|---|---|---|---|
| 862 | Cuba Cardi | 1805002 | none | 2376789 | none | ||
| 960 | Harry Trousers | 0 | JEANS | 571787 | none | ||
| 1074 | Ucello Shorts | -571787 | SHORTS | 0 | none |