Fold 0 - Understanding why coefficient 1086026 was selected
Tag: GINGER
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: 6
Unique residual values tried: 6
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 | 3.000162 | 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 |
| 1579065 | 3.000162 | 13.1.16.3 | 3.16.1.13 (3*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | No |
| 197764900 | 3.000320 | 13.1.9.6.5 | 5.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | No |
| -394443774 | 4.000160 | -13.1.2.10.10 | -10.10.2.1.13 (-(10*79^4 + 10*79^3 + 2*79^2 + 79 + 13)) | No | |
| -197764900 | 4.000160 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "GINGER" tag (processing sequence 3048). 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 |
|---|---|---|---|---|---|---|---|
| 19736 | Calm the Cascade Formula | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 196678874 | none | |
| 19768 | Digestive Herbal Bitters Formula | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | 493039 | none | |
| 19886 | Myco Formula | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 9341 | Fermented Turmeric Plus (Premier Liver & Digestive Support) 7.4 oz. Powder | 0 | GLUTEN-FREE | -1086026 | none | ||
| 19842 | Ginger Root Extract | -197764900 | SEXUAL HEALTH, DIGESTION | -198850926 | ANTI INFLAMMATORY | ||
| 19710 | Reishi PLUS Extract | -394443774 | MUSHROOM EXTRACTS, IMMUNITY | -395529800 | none |