Fold 0 - Understanding why coefficient 1086026 was selected
Tag: INFECTION
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: 3
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? |
|---|---|---|---|---|---|
| 1086026 | 0.000000 | 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 |
These are the training products that have the "INFECTION" tag (processing sequence 1247). 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 | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 19858 | Houttuynia (Fresh) GLYCERITE | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | ANTI INFLAMMATORY | |
| 19861 | Isatis ROOT Extract | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none |