Fold 0 - Understanding why coefficient 43687 was selected
Tag: NO & LOW
Selected Coefficient: 43687
Taxonomy Path: 0.0.7
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 43687 | 0.000160 | 0.0.7 | 7.0.0 (7*79^2) | Yes | |
| 0 | 0.000320 | 0 | 0 (0) | No |
These are the training products that have the "NO & LOW" tag (processing sequence 2565). 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 |
|---|---|---|---|---|---|---|---|
| 23738 | Sam Smiths - Sams Brown Ale AF | 43687 | BITBROON | 0 | none | ||
| 23882 | Allendale - Adder Low | 43687 | LAGER | 0 | none | ||
| 23408 | Hambleton - Green Star | 0 | LIGHT | -43687 | none |