Fold 2 - Understanding why coefficient -1086026 was selected
Tag: RESPIRATORY
Selected Coefficient: -1086026
Taxonomy Path: -13.1.16.2
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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 | 3.000160 | -13.1.16.2 | -2.16.1.13 (-(2*79^3 + 16*79^2 + 79 + 13)) | Yes | |
| -197764900 | 3.000320 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 197764900 | 5.000000 | 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 |
These are the training products that have the "RESPIRATORY" tag (processing sequence 3002). 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 |
|---|---|---|---|---|---|---|---|
| 19978 | Essential Vitality Support | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 198850926 | none | |
| 19754 | Cordyceps Extract | 0 | IMMUNE, SIMPLE EXTRACTS, BUHNER EXTRACTS | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | |
| 19765 | Deep Breath Salve | 0 | EVERGREEN | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | |
| 19886 | Myco Formula | -1086026 | VIRAL, BUHNER & KATE FORMULAS | 0 | none | ||
| 19973 | Turkey Tails Extract | -1086026 | IMMUNE, SIMPLE EXTRACTS | 0 | CARDIOVASCULAR | ||
| 3086 | Dr Mercola Vitamins D3 & K2 | -197764900 | ADAPTOGENIC, IMMUNE | -196678874 | ALLERGIES |