Fold 3 - Understanding why coefficient 197764900 was selected
Tag: HERBS
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: 3
Unique residual values tried: 3
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 | 1.000000 | 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 | Yes |
| 275665062 | 1.000000 | 13.1.9.6.7 | 7.6.9.1.13 (7*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Multivitamin Supplements | No |
| 593062 | 2.000000 | 9.2.16.1 | 1.16.2.9 (493039 + 16*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Herbs & Spices | No |
These are the training products that have the "HERBS" tag (processing sequence 1677). 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 |
|---|---|---|---|---|---|---|---|
| 1158 | Sea Moss Multivitamin | 275665062 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Multivitamin Supplements | none | 77900162 | none | |
| 1125 | Pau D’Arco | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 1095 | Moringa Leaf Powder | 593062 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Herbs & Spices | none | -197171838 | none |