Fold 1 - Understanding why coefficient 13839 was selected
Tag: BLOOM COLLECTION
Selected Coefficient: 13839
Taxonomy Path: 14.17.2
Taxonomy Name: Home & Garden > Plants > Flowers
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? |
|---|---|---|---|---|---|
| 13839 | 0.000000 | 14.17.2 | 2.17.14 (2*79^2 + 17*79 + 14) | Home & Garden > Plants > Flowers | Yes |
These are the training products that have the "BLOOM COLLECTION" tag (processing sequence 1481). 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 |
|---|---|---|---|---|---|---|---|
| 7470 | 2" Ranunculus - White | 13839 | Home & Garden > Plants > Flowers | none | 0 | BASE_GUMPASTE |