Fold 4 - Understanding why coefficient 1086026 was selected
Tag: ANTIVIRAL
Selected Coefficient: 1086026
Taxonomy Path: 13.1.16.2
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines
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) | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | Yes |
| 2172052 | 1.000000 | 26.2.32.4 | 4.32.2.26 (4*79^3 + 32*79^2 + 2*79 + 26) | No |
These are the training products that have the "ANTIVIRAL" tag (processing sequence 1050). 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 | 2172052 | INFECTION | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | SIMPLE EXTRACTS | |
| 19859 | IHA Formula | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none |