Fold 0 - Understanding why coefficient 197764900 was selected
Tag: ELEUTHERO
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: 8
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? |
|---|---|---|---|---|---|
| 197764900 | 0.012979 | 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 |
| 99948 | 0.013461 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
| 1086026 | 0.013461 | 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 |
| 250 | 0.088608 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | No |
These are the training products that have the "ELEUTHERO" tag (processing sequence 2565). 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 |
|---|---|---|---|---|---|---|---|
| 19733 | Buhner Pan-Kit SINGLES | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 19866 | Japanese Knotweed PLUS GLYCERITE | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 19867 | Japanese Knotweed PLUS Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 19891 | Neurocore Formula GLYCERITE | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | BRAIN, KIDS PAGE, KIDS GLYCERITES | |
| 19860 | Immune Formulation | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | IMMUNITY | |
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | -196678874 | KIDS PAGE, KIDS GLYCERITES | |
| 19892 | Neurocore Formula | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | -197664952 | BRAIN | |
| 19751 | Open Breath Formula | 250 | Health & Beauty > Personal Care | LUNGS, SIDA | -197764650 | none |