Fold 1 - 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: 8
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 | 5.000002 | 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 | 5.000004 | 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 |
| 0 | 5.000160 | 0 | 0 (0) | No | |
| -196678874 | 5.000320 | -0.0.72.3.5 | -5.3.72.0.0 (-(5*79^4 + 3*79^3 + 72*79^2)) | No | |
| -197764900 | 7.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| 1004968 | 7.000000 | 9.2.3.2 | 2.3.2.9 (2*79^3 + 3*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | No |
These are the training products that have the "BUHNER & KATE FORMULAS" tag (processing sequence 2887). 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 |
|---|---|---|---|---|---|---|---|
| 19896 | Para-Gone Formula | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | 493039 | GINGER | |
| 19859 | IHA Formula | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 19862 | Isatis Formula | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | BUHNER EXTRACTS | |
| 19711 | Restorative Tonic | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | PLUS, HEART | -81058 | RESTORATIVE | |
| 19860 | Immune Formulation | 0 | ELEUTHERO | -1086026 | none | ||
| 19867 | Japanese Knotweed PLUS Extract | 0 | ELEUTHERO | -1086026 | none | ||
| 19710 | Reishi PLUS Extract | -196678874 | MUSHROOM EXTRACTS | -197764900 | GINGER | ||
| 19886 | Myco Formula | -197764900 | VIRAL, LIVER | -198850926 | GINGER |