Fold 1 - Understanding why coefficient 197764900 was selected
Tag: MUSHROOM EXTRACTS
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: 6
Unique residual values tried: 2
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 | 0.000160 | 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 |
| 1086026 | 0.000801 | 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 |
These are the training products that have the "MUSHROOM EXTRACTS" tag (processing sequence 2106). 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 |
|---|---|---|---|---|---|---|---|
| 19739 | Chaga Mushroom Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | SIMPLE EXTRACTS | |
| 19754 | Cordyceps Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | SIMPLE EXTRACTS, BUHNER EXTRACTS | |
| 19766 | Deep Immune Tonic Broth | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 19877 | Lion's Mane Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | BRAIN, SIMPLE EXTRACTS | |
| 19973 | Turkey Tails Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | LIVER, SIMPLE EXTRACTS, CARDIOVASCULAR | |
| 19710 | Reishi PLUS Extract | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | -196678874 | BUHNER & KATE FORMULAS, GINGER |