Fold 2 - Understanding why coefficient 1086026 was selected
Tag: SIMPLE EXTRACTS
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: 25
Unique residual values tried: 9
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 | 14.000807 | 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 | 14.000809 | 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 | 14.000811 | 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 | 14.000961 | 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 |
| 0 | 15.000160 | 0 | 0 (0) | No | |
| 195199757 | 15.001442 | 0.0.72.0.5 | 5.0.72.0.0 (5*79^4 + 72*79^2) | No | |
| -197764900 | 22.000002 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| -196285783 | 22.000004 | -13.1.9.3.5 | -5.3.9.1.13 (-(5*79^4 + 3*79^3 + 9*79^2 + 79 + 13)) | No | |
| 198850926 | 24.000000 | 26.2.25.8.5 | 5.8.25.2.26 (5*79^4 + 8*79^3 + 25*79^2 + 2*79 + 26) | No |
These are the training products that have the "SIMPLE EXTRACTS" tag (processing sequence 2857). 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 |
|---|---|---|---|---|---|---|---|
| 19742 | Baikal Skullcap (Chinese Skullcap) Extract | 198850926 | ANTI INFLAMMATORY | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | BUHNER EXTRACTS | |
| 19897 | Pau D' Arco Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 196678874 | none | |
| 19826 | Eleuthero Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 196678874 | BUHNER EXTRACTS | |
| 19734 | Burdock Root Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 196678874 | none | |
| 19882 | Milk Thistle Seed Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 196678874 | none | |
| 19817 | Echinacea Angustifolia Root Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 196678874 | none | |
| 19843 | Licorice Root Extract | 195199757 | RESTORATIVE | 194113731 | BUHNER EXTRACTS | ||
| 19960 | St. John's Wort Extract | 2565143 | Health & Beauty > Health Care > Medicine & Drugs > Sleep Aids & Relaxants | none | 1479117 | none | |
| 19888 | African Peach (Nauclea) ROOT Extract | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | 493039 | BUHNER EXTRACTS, CARDIOVASCULAR | |
| 19870 | Juniper Berry Extract | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | 493039 | none | |
| 19975 | Usnea Extract | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 19842 | Ginger Root Extract | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | SEXUAL HEALTH, ANTI INFLAMMATORY | 0 | none | |
| 19902 | Propolis Extract | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 19973 | Turkey Tails Extract | 0 | IMMUNE | -1086026 | RESPIRATORY, CARDIOVASCULAR | ||
| 19754 | Cordyceps Extract | 0 | IMMUNE | -1086026 | BUHNER EXTRACTS, RESPIRATORY | ||
| 19963 | Sweet Annie Extract | 0 | INFECTION | -1086026 | BUHNER EXTRACTS | ||
| 19841 | E Gift Card | 0 | none | -1086026 | MERCHANDISE | ||
| 19822 | Elderberry Elixir | 0 | IMMUNE | -1086026 | COLD | ||
| 19730 | Boneset Extract | 0 | COOLING | -1086026 | BUHNER EXTRACTS | ||
| 19719 | Senega Extract | 0 | RESTORATIVE | -1086026 | none | ||
| 19714 | Schisandra Extract | 0 | BERRY | -1086026 | CALENDULA | ||
| 19716 | Scots Pine Pollen Extract | 0 | SEXUAL HEALTH | -1086026 | BUHNER EXTRACTS | ||
| 19883 | Motherwort Extract | -196285783 | COOLING, SEXUAL HEALTH | -197371809 | HEART, CARDIOVASCULAR | ||
| 19881 | Maca Root Extract | -197764900 | LIBIDO, SEXUAL HEALTH | -198850926 | none | ||
| 19744 | Chinese Coptis Extract | -197764900 | COOLING, IMMUNE | -198850926 | BUHNER EXTRACTS, COLD |