Fold 1 - Understanding why coefficient -197764900 was selected
Tag: GINGER
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -197764900 | 4.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| 0 | 4.000002 | 0 | 0 (0) | No | |
| 493039 | 4.000002 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| -198850926 | 5.000000 | -26.2.25.8.5 | -5.8.25.2.26 (-(5*79^4 + 8*79^3 + 25*79^2 + 2*79 + 26)) | No | |
| 1579065 | 5.000000 | 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 |
These are the training products that have the "GINGER" tag (processing sequence 3635). 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 |
|---|---|---|---|---|---|---|---|
| 19768 | Digestive Herbal Bitters Formula | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | 199343965 | none | |
| 19896 | Para-Gone Formula | 493039 | BUHNER & KATE FORMULAS | 198257939 | none | ||
| 9341 | Fermented Turmeric Plus (Premier Liver & Digestive Support) 7.4 oz. Powder | 0 | GLUTEN-FREE | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | |
| 19710 | Reishi PLUS Extract | -197764900 | MUSHROOM EXTRACTS, BUHNER & KATE FORMULAS | 0 | none | ||
| 19842 | Ginger Root Extract | -197764900 | SEXUAL HEALTH, SIMPLE EXTRACTS | 0 | none | ||
| 19886 | Myco Formula | -198850926 | VIRAL, LIVER, BUHNER & KATE FORMULAS | -1086026 | none |