Fold 2 - Understanding why coefficient -1086026 was selected
Tag: ANTIVIRAL
Selected Coefficient: -1086026
Taxonomy Path: -13.1.16.2
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -1086026 | 1.000000 | -13.1.16.2 | -2.16.1.13 (-(2*79^3 + 16*79^2 + 79 + 13)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "ANTIVIRAL" tag (processing sequence 3276). 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 |
|---|---|---|---|---|---|---|---|
| 19861 | Isatis ROOT Extract | 0 | INFECTION | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | |
| 19761 | C.S.A. Formula™ | -1086026 | CRYTOLEPIS, IMMUNE SYSTEM | 0 | none |