Fold 0 - Understanding why coefficient 1836 was selected
Tag: SOFA
Selected Coefficient: 1836
Taxonomy Path: 10.22
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 1836 | 0.000000 | 10.22 | 22.10 (22*83 + 10) | Yes |
These are the training products that have the "SOFA" tag (processing sequence 1933). 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 |
|---|---|---|---|---|---|---|---|
| 13332 | Ayla 3-seater/4-seater sofa | 1836 | none | 0 | none | ||
| 13344 | Cali Teak Sofa | 1836 | none | 0 | none |