Fold 1 - Understanding why coefficient -196678874 was selected
Tag: CINNAMON
Selected Coefficient: -196678874
Taxonomy Path: -0.0.72.3.5
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? |
|---|---|---|---|---|---|
| -196678874 | 1.000160 | -0.0.72.3.5 | -5.3.72.0.0 (-(5*79^4 + 3*79^3 + 72*79^2)) | Yes | |
| 0 | 1.000160 | 0 | 0 (0) | 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 "CINNAMON" tag (processing sequence 2494). 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 |
|---|---|---|---|---|---|---|---|
| 19732 | Buhner-Pan Kit GLYCERITES | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | IMMUNE SYSTEM |
| 19733 | Buhner Pan-Kit SINGLES | 0 | ELEUTHERO | 196678874 | none | ||
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | -196678874 | ELEUTHERO | 0 | KIDS GLYCERITES |