Fold 3 - Understanding why coefficient -199343965 was selected
Tag: ANTI INFLAMMATORY
Selected Coefficient: -199343965
Taxonomy Path: -26.2.25.9.5
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -199343965 | 2.000000 | -26.2.25.9.5 | -5.9.25.2.26 (-(5*79^4 + 9*79^3 + 25*79^2 + 2*79 + 26)) | Yes | |
| -986078 | 2.000000 | -0.0.0.2 | -2.0.0.0 (-(2*79^3)) | No | |
| 1086026 | 2.000000 | 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 | No |
These are the training products that have the "ANTI INFLAMMATORY" tag (processing sequence 4007). 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 |
|---|---|---|---|---|---|---|---|
| 19859 | IHA Formula | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 200429991 | none | |
| 19909 | Red Sage Extract | -986078 | SAGE | 198357887 | none | ||
| 19842 | Ginger Root Extract | -199343965 | SEXUAL HEALTH, DIGESTION, GINGER | 0 | none |