Fold 1 - Understanding why coefficient -499368 was selected
Tag: GERMAN
Selected Coefficient: -499368
Taxonomy Path: -9.1.1.1
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? |
|---|---|---|---|---|---|
| -499368 | 0.000000 | -9.1.1.1 | -1.1.1.9 (-(493039 + 6241 + 79 + 9)) | Yes |
These are the training products that have the "GERMAN" tag (processing sequence 1618). 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 |
|---|---|---|---|---|---|---|---|
| 23449 | Paulaner - Munchner Hell Can 500 | -499368 | LAGER, INTERNATIONAL | 0 | none |