Fold 0 - Understanding why coefficient 510 was selected
Tag: WOODEN
Selected Coefficient: 510
Taxonomy Path: 12.6
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? |
|---|---|---|---|---|---|
| 510 | 0.000000 | 12.6 | 6.12 (6*83 + 12) | Yes |
These are the training products that have the "WOODEN" tag (processing sequence 2187). 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 |
|---|---|---|---|---|---|---|---|
| 29548 | Personalized Bottle Openers | 510 | none | 0 | WEDDING GIFTS |