Fold 0 - Understanding why coefficient -62500 was selected
Tag: GSTAAD COLLECTION
Selected Coefficient: -62500
Taxonomy Path: -1.6.9
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? |
|---|---|---|---|---|---|
| -62500 | 1.000000 | -1.6.9 | -9.6.1 (-(9*83^2 + 6*83 + 1)) | Yes | |
| 41833 | 1.000000 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | No |
These are the training products that have the "GSTAAD COLLECTION" tag (processing sequence 5007). 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 |
|---|---|---|---|---|---|---|---|
| 13784 | Long Diamond Earrings in 18ct Yellow Gold | 41833 | none | 104333 | none | ||
| 13785 | Diamond Ring with Teal Topaz in Wedeln Design in 18ct Yellow Gold | -62500 | RING, 18CT GOLD | 0 | none |