Fold 2 - Understanding why coefficient 1086026 was selected
Tag: BUHNER & KATE FORMULAS
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 |
| -1560175 | 5.000000 | -4.78.12.3 | -3.12.78.4 (-(3*79^3 + 12*79^2 + 78*79 + 4)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 2172052 | 5.000000 | 26.2.32.4 | 4.32.2.26 (4*79^3 + 32*79^2 + 2*79 + 26) | No |
These are the training products that have the "BUHNER & KATE FORMULAS" tag (processing sequence 2979). 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 | |
| 19862 | Isatis Formula | 2172052 | BUHNER EXTRACTS | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | |
| 19896 | Para-Gone Formula | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | 493039 | none | |
| 19710 | Reishi PLUS Extract | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 19886 | Myco Formula | 0 | VIRAL | -1086026 | RESPIRATORY | ||
| 19711 | Restorative Tonic | -1560175 | PLUS, RESTORATIVE, HEART | -2646201 | none |