Fold 2 - Understanding why coefficient -68925524 was selected
Tag: SAND
Selected Coefficient: -68925524
Taxonomy Path: -78.77.62.60.1
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -68925524 | 0.000000 | -78.77.62.60.1 | -1.60.62.77.78 (-(38950081 + 60*79^3 + 62*79^2 + 77*79 + 78)) | Yes |
These are the training products that have the "SAND" tag (processing sequence 2531). 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 |
|---|---|---|---|---|---|---|---|
| 11878 | Dwayne Slim Fit Chino Pants | -68925524 | CASUAL, 100-150, CLOTHING, COTTON-BLEND, DAVID-EDWARDS | 0 | CHINO |