Fold 4 - Understanding why coefficient 438718 was selected
Tag: HERBS
Selected Coefficient: 438718
Taxonomy Path: 9.2.16.1
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Herbs & Spices
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 438718 | 1.000000 | 9.2.16.1 | 1.16.2.9 (357911 + 16*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Herbs & Spices | Yes |
| 180074686 | 1.000000 | 13.1.9.6.7 | 7.6.9.1.13 (7*71^4 + 6*71^3 + 9*71^2 + 71 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Multivitamin Supplements | No |
These are the training products that have the "HERBS" tag (processing sequence 1391). 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 | 180074686 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Multivitamin Supplements | none | 179635968 | none | |
| 1095 | Moringa Leaf Powder | 438718 | Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Herbs & Spices | none | 0 | none |