Fold 1 - Understanding why coefficient 1253894 was selected
Tag: INFECTION
Selected Coefficient: 1253894
Taxonomy Path: 13.1.16.2
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1253894 | 0.000000 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | Yes |
These are the training products that have the "INFECTION" tag (processing sequence 1317). 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 |
|---|---|---|---|---|---|---|---|
| 19857 | Houttuynia (Fresh) Extract | 1253894 | none | 0 | SIMPLE EXTRACTS | ||
| 19858 | Houttuynia (Fresh) GLYCERITE | 1253894 | none | 0 | none | ||
| 19861 | Isatis ROOT Extract | 1253894 | none | 0 | SIMPLE EXTRACTS | ||
| 19963 | Sweet Annie Extract | 1253894 | none | 0 | SIMPLE EXTRACTS |