Fold 1 - Understanding why coefficient 1086026 was selected
Tag: COMPOUND EXTRACT
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: 28
Unique residual values tried: 14
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 | 14.013628 | 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 |
| 99948 | 14.013630 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
| 1579065 | 14.013632 | 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 |
| 2565143 | 14.013632 | 13.1.16.5 | 5.16.1.13 (5*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | No |
| 197764900 | 14.014100 | 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 |
| 124912 | 14.014421 | 13.1.20 | 20.1.13 (20*79^2 + 79 + 13) | Health & Beauty > Health Care > Respiratory Care | No |
| 250 | 14.164557 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | No |
| 0 | 18.000162 | 0 | 0 (0) | No | |
| 986078 | 18.000176 | 0.0.0.2 | 2.0.0.0 (2*79^3) | No | |
| -196678874 | 18.001442 | -0.0.72.3.5 | -5.3.72.0.0 (-(5*79^4 + 3*79^3 + 72*79^2)) | No | |
| 1185974 | 27.000000 | 26.2.32.2 | 2.32.2.26 (2*79^3 + 32*79^2 + 2*79 + 26) | No | |
| -197764900 | 27.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| 81045 | 27.000000 | 70.77.12 | 12.77.70 (12*79^2 + 77*79 + 70) | No | |
| 5011603 | 27.000000 | 1.1.13.10 | 10.13.1.1 (10*79^3 + 13*79^2 + 79 + 1) | No |
These are the training products that have the "COMPOUND EXTRACT" tag (processing sequence 3812). 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 | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 196678874 | BUHNER & KATE FORMULAS, RESTORATIVE | |
| 19885 | Muscle Tone Formula | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 196678874 | none | |
| 19736 | Calm the Cascade Formula | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 196678874 | BUHNER & KATE FORMULAS | |
| 19978 | Essential Vitality Support | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 196678874 | none | |
| 19886 | Myco Formula | 5011603 | VIRAL, LIVER | 3925577 | BUHNER & KATE FORMULAS | ||
| 19727 | Sleep Ease Formula | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | 1479117 | none | |
| 19896 | Para-Gone Formula | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | 493039 | BUHNER & KATE FORMULAS | |
| 19859 | IHA Formula | 1185974 | ANTIVIRAL | 99948 | Health & Beauty > Health Care > Medicine & Drugs | BUHNER & KATE FORMULAS | |
| 19819 | Echinacea PLUS Extract | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 19853 | Herbal Throat Spray - Orange | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 19854 | Herbal Throat Spray - Peppermint | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 19862 | Isatis Formula | 986078 | BUHNER EXTRACTS | -99948 | BUHNER & KATE FORMULAS | ||
| 19874 | L.C Formula | 124912 | Health & Beauty > Health Care > Respiratory Care | none | -961114 | none | |
| 19887 | Nasal Passage Care | 124912 | Health & Beauty > Health Care > Respiratory Care | none | -961114 | none | |
| 19749 | Clear Focus Formula | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | -986078 | none | |
| 19851 | Heart Care Formula | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | -986078 | none | |
| 19903 | Prostate Support Formula | 81045 | DANDELION | -1004981 | none | ||
| 19863 | Itch Re-Leaf | 250 | Health & Beauty > Personal Care | none | -1085776 | none | |
| 19860 | Immune Formulation | 0 | ELEUTHERO | -1086026 | BUHNER & KATE FORMULAS | ||
| 19717 | Seasonal Mood Support Formula | 0 | WOMANS | -1086026 | none | ||
| 19723 | Sida PLUS Extract | 0 | RED SAGE | -1086026 | BUHNER & KATE FORMULAS | ||
| 19761 | C.S.A. Formula™ | 0 | CRYTOLEPIS, BUHNER EXTRACTS, ANTIVIRAL | -1086026 | BUHNER & KATE FORMULAS, IMMUNE SYSTEM | ||
| 19763 | Cytokine Attention | 0 | RED SAGE | -1086026 | BUHNER & KATE FORMULAS | ||
| 19867 | Japanese Knotweed PLUS Extract | 0 | ELEUTHERO | -1086026 | BUHNER & KATE FORMULAS | ||
| 19964 | Systemic Endothelial Support | 0 | RED SAGE | -1086026 | BUHNER & KATE FORMULAS | ||
| 19974 | Urinary Tract Support | 0 | WOMANS | -1086026 | none | ||
| 19710 | Reishi PLUS Extract | -196678874 | MUSHROOM EXTRACTS | -197764900 | BUHNER & KATE FORMULAS | ||
| 19892 | Neurocore Formula | -197764900 | ELEUTHERO, BRAIN | -198850926 | BUHNER & KATE FORMULAS |