Fold 4 - Understanding why coefficient 761 was selected
Tag: ESPRESSO MACHINE
Selected Coefficient: 761
Taxonomy Path: 14.9
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? |
|---|---|---|---|---|---|
| 761 | 0.000000 | 14.9 | 9.14 (9*83 + 14) | Yes |
These are the training products that have the "ESPRESSO MACHINE" tag (processing sequence 1979). 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 |
|---|---|---|---|---|---|---|---|
| 14982 | Zulay Coffee Espresso Machines - Refurbished | 761 | none | 0 | COFFEE & TEA |