Fold 0 - Understanding why coefficient -34425 was selected
Tag: DIAMONDS
Selected Coefficient: -34425
Taxonomy Path: -63.82.4
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? |
|---|---|---|---|---|---|
| -34425 | 1.000000 | -63.82.4 | -4.82.63 (-(4*83^2 + 82*83 + 63)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "DIAMONDS" tag (processing sequence 4988). 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 |
|---|---|---|---|---|---|---|---|
| 25904 | Capri 60 Diamond Stacker Ring | 0 | RINGS | 34425 | none | ||
| 10197 | VIP Jewellery Design Experience! | -34425 | ENGAGEMENT RINGS | 0 | none |