Fold 3 - Understanding why coefficient -21332 was selected
Tag: 10
Selected Coefficient: -21332
Taxonomy Path: -1.8.3
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? |
|---|---|---|---|---|---|
| -21332 | 1.000000 | -1.8.3 | -3.8.1 (-(3*83^2 + 8*83 + 1)) | Yes | |
| 9190010 | 1.000000 | 1.1.6.16 | 16.6.1.1 (16*83^3 + 6*83^2 + 83 + 1) | No |
These are the training products that have the "10" tag (processing sequence 4961). 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 |
|---|---|---|---|---|---|---|---|
| 26863 | Pink Bralette set lingerie | 9190010 | none | 9211342 | 8 | ||
| 14346 | Plane Jane Platform Heels | -21332 | 9, 5.5 | 0 | none |