Fold 0 - Understanding why coefficient 197764900 was selected
Tag: IMMUNITY
Selected Coefficient: 197764900
Taxonomy Path: 13.1.9.6.5
Taxonomy Name: Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements
Products with this tag: 19
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? |
|---|---|---|---|---|---|
| 197764900 | 11.000481 | 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 | Yes |
| 431465386 | 11.000481 | 13.1.9.6.11 | 11.6.9.1.13 (11*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Omega Fatty Acids | No |
| 1086026 | 11.000801 | 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 | No |
| 0 | 11.012818 | 0 | 0 (0) | No | |
| -196678874 | 11.013620 | -0.0.72.3.5 | -5.3.72.0.0 (-(5*79^4 + 3*79^3 + 72*79^2)) | No | |
| 15653981851 | 11.088608 | 0.77.77.70.6.5 | 5.6.70.77.77.0 (5*79^5 + 6*79^4 + 70*79^3 + 77*79^2 + 77*79) | No | |
| -84865368 | 17.012658 | -13.3.10.14.2 | -2.14.10.3.13 (-(2*79^4 + 14*79^3 + 10*79^2 + 3*79 + 13)) | No | |
| -197764900 | 17.012658 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| -395529800 | 18.000000 | -26.2.18.12.10 | -10.12.18.2.26 (-(10*79^4 + 12*79^3 + 18*79^2 + 2*79 + 26)) | No |
These are the training products that have the "IMMUNITY" tag (processing sequence 2756). 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 |
|---|---|---|---|---|---|---|---|
| 3086 | Dr Mercola Vitamins D3 & K2 | 15653981851 | ALLERGIES | 15456216951 | ADAPTOGENIC, DEPRESSION, DETOX, HORMONE BALANCE | ||
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 431465386 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Omega Fatty Acids | none | 233700486 | none | |
| 23465 | IMMUNITY TEA | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | ADAPTOGENIC, ENZYME | |
| 19860 | Immune Formulation | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 19871 | Kids Immune Boost GLYCERITE | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 19820 | Echinacea PLUS GLYCERITE | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | -196678874 | none | |
| 3117 | Kiwiherb Children's Echinature (Organic) | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | -196678874 | CHILDREN'S | |
| 19819 | Echinacea PLUS Extract | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | -196678874 | none | |
| 19817 | Echinacea Angustifolia Root Extract | 0 | SIMPLE EXTRACTS | -197764900 | IMMUNE SYSTEM | ||
| 3064 | Dr Mercola Fermented Beta Glucans | 0 | MUSCLE RELIEF | -197764900 | ADAPTOGENIC | ||
| 3110 | Green Trading Organic Shatavari Powder | 0 | LIBIDO | -197764900 | HORMONE BALANCE | ||
| 3122 | Kiwiherb EchiBerry® | 0 | MANUKA | -197764900 | SUPERFOOD | ||
| 3083 | Dr Mercola Fermented Black Garlic | 0 | MUSCLE RELIEF | -197764900 | ADAPTOGENIC | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 0 | ALLERGIES | -197764900 | ADAPTOGENIC, DEPRESSION, DETOX, HORMONE BALANCE, HAIR CARE | ||
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | -84865368 | ANTI-VIRAL, ALLERGIES | -282630268 | ADAPTOGENIC, ANTI-INFLAMMATORY | ||
| 19710 | Reishi PLUS Extract | -196678874 | MUSHROOM EXTRACTS | -394443774 | none | ||
| 19864 | Japanese Knotweed Extract | -197764900 | BRAIN, SIMPLE EXTRACTS | -395529800 | BUHNER EXTRACTS | ||
| 19877 | Lion's Mane Extract | -395529800 | BRAIN, MUSHROOM EXTRACTS, SIMPLE EXTRACTS | -593294700 | none |