Fold 3 - Understanding why coefficient 1086026 was selected
Tag: ANTI INFLAMMATORY
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: 4
Unique residual values tried: 4
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 | 2.000002 | 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 |
| 2072104 | 2.000002 | 13.1.16.4 | 4.16.1.13 (4*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Pain Relief & Fever Reducers | No |
| -197764900 | 3.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "ANTI INFLAMMATORY" tag (processing sequence 2983). 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 |
|---|---|---|---|---|---|---|---|
| 19868 | Joint Care Formula | 2072104 | Health & Beauty > Health Care > Medicine & Drugs > Pain Relief & Fever Reducers | none | 986078 | none | |
| 19859 | IHA Formula | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 19858 | Houttuynia (Fresh) GLYCERITE | 0 | INFECTION | -1086026 | none | ||
| 19842 | Ginger Root Extract | -197764900 | SEXUAL HEALTH, DIGESTION | -198850926 | GINGER |