Fold 1 - Understanding why coefficient 99948 was selected
Tag: BUHNER EXTRACTS
Selected Coefficient: 99948
Taxonomy Path: 13.1.16
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs
Products with this tag: 18
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? |
|---|---|---|---|---|---|
| 99948 | 8.000645 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | Yes |
| 1086026 | 8.000651 | 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 |
| 1579065 | 8.000651 | 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 |
| 197764900 | 8.001122 | 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 | 8.001442 | 13.1.20 | 20.1.13 (20*79^2 + 79 + 13) | Health & Beauty > Health Care > Respiratory Care | No |
| 0 | 10.000000 | 0 | 0 (0) | No |
These are the training products that have the "BUHNER EXTRACTS" tag (processing sequence 3442). 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 | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 197664952 | none | |
| 19843 | Licorice Root Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 197664952 | RESTORATIVE | |
| 19826 | Eleuthero Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 197664952 | none | |
| 19888 | African Peach (Nauclea) ROOT Extract | 1579065 | Health & Beauty > Health Care > Medicine & Drugs > Digestive Health Medicines | none | 1479117 | none | |
| 19862 | Isatis Formula | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 986078 | COMPOUND EXTRACT, BUHNER & KATE FORMULAS | |
| 19901 | Pleurisy Root Extract | 124912 | Health & Beauty > Health Care > Respiratory Care | none | 24964 | RESTORATIVE | |
| 19909 | Red Sage Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19908 | Red Root Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19743 | Chinese Cat's Claw Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19721 | Sida Acuta Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 19981 | White Pine Liquid Extract | 0 | LUNGS | -99948 | none | ||
| 19758 | Cryptolepis Root Extract | 0 | CRYTOLEPIS | -99948 | ANTIVIRAL | ||
| 19761 | C.S.A. Formula™ | 0 | CRYTOLEPIS | -99948 | ANTIVIRAL, COMPOUND EXTRACT, BUHNER & KATE FORMULAS, IMMUNE SYSTEM | ||
| 19861 | Isatis ROOT Extract | 0 | INFECTION | -99948 | ANTIVIRAL | ||
| 19872 | Kudzu Root Extract | 0 | BRAIN | -99948 | PROTEIN | ||
| 19959 | Stephania Root Extract | 0 | JOINTS | -99948 | none | ||
| 19963 | Sweet Annie Extract | 0 | INFECTION | -99948 | none | ||
| 19716 | Scots Pine Pollen Extract | 0 | SEXUAL HEALTH | -99948 | none |