Fold 1 - Understanding why coefficient -1086026 was selected
Tag: BUHNER & KATE FORMULAS
Selected Coefficient: -1086026
Taxonomy Path: -13.1.16.2
Taxonomy Name:
Products with this tag: 14
Unique residual values tried: 8
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 | 6.000162 | -13.1.16.2 | -2.16.1.13 (-(2*79^3 + 16*79^2 + 79 + 13)) | Yes | |
| -99948 | 6.000172 | -13.1.16 | -16.1.13 (-(16*79^2 + 79 + 13)) | No | |
| -197764900 | 6.001122 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| 196678874 | 11.000160 | 0.0.72.3.5 | 5.3.72.0.0 (5*79^4 + 3*79^3 + 72*79^2) | No | |
| 493039 | 11.000320 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| 99948 | 13.000000 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
| -198850926 | 13.000000 | -26.2.25.8.5 | -5.8.25.2.26 (-(5*79^4 + 8*79^3 + 25*79^2 + 2*79 + 26)) | No | |
| 3925577 | 13.000000 | 67.78.75.7 | 7.75.78.67 (7*79^3 + 75*79^2 + 78*79 + 67) | No |
These are the training products that have the "BUHNER & KATE FORMULAS" tag (processing sequence 3813). 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 |
|---|---|---|---|---|---|---|---|
| 19711 | Restorative Tonic | 196678874 | COMPOUND EXTRACT | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | RESTORATIVE | |
| 19736 | Calm the Cascade Formula | 196678874 | COMPOUND EXTRACT | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | |
| 19886 | Myco Formula | 3925577 | VIRAL, LIVER, COMPOUND EXTRACT | 5011603 | none | ||
| 19896 | Para-Gone Formula | 493039 | COMPOUND EXTRACT | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | |
| 19859 | IHA Formula | 99948 | Health & Beauty > Health Care > Medicine & Drugs | ANTIVIRAL, COMPOUND EXTRACT | 1185974 | none | |
| 19862 | Isatis Formula | -99948 | BUHNER EXTRACTS, COMPOUND EXTRACT | 986078 | none | ||
| 19964 | Systemic Endothelial Support | -1086026 | RED SAGE, COMPOUND EXTRACT | 0 | none | ||
| 19723 | Sida PLUS Extract | -1086026 | RED SAGE, COMPOUND EXTRACT | 0 | none | ||
| 19761 | C.S.A. Formula™ | -1086026 | CRYTOLEPIS, BUHNER EXTRACTS, ANTIVIRAL, COMPOUND EXTRACT | 0 | IMMUNE SYSTEM | ||
| 19763 | Cytokine Attention | -1086026 | RED SAGE, COMPOUND EXTRACT | 0 | none | ||
| 19860 | Immune Formulation | -1086026 | ELEUTHERO, COMPOUND EXTRACT | 0 | none | ||
| 19867 | Japanese Knotweed PLUS Extract | -1086026 | ELEUTHERO, COMPOUND EXTRACT | 0 | none | ||
| 19710 | Reishi PLUS Extract | -197764900 | MUSHROOM EXTRACTS, COMPOUND EXTRACT | -196678874 | none | ||
| 19892 | Neurocore Formula | -198850926 | ELEUTHERO, BRAIN, COMPOUND EXTRACT | -197764900 | none |