Fold 4 - Understanding why coefficient -62500 was selected
Tag: 60
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 | |
| 172392 | 1.000000 | 1.2.25 | 25.2.1 (25*83^2 + 2*83 + 1) | No |
These are the training products that have the "60" tag (processing sequence 4946). 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 |
|---|---|---|---|---|---|---|---|
| 13246 | Sparkling Celebration Fabric Sash, 60 | 1 ct | 172392 | none | 234892 | none | ||
| 25904 | Capri 60 Diamond Stacker Ring | -62500 | DIAMONDS, RINGS | 0 | none |