Fold 4 - Understanding why coefficient 84865368 was selected
Tag: KETOGENIC
Selected Coefficient: 84865368
Taxonomy Path: 13.3.10.14.2
Taxonomy Name: Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 84865368 | 2.012658 | 13.3.10.14.2 | 2.14.10.3.13 (2*79^4 + 14*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | Yes |
| 197764900 | 2.012658 | 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 |
| 81300 | 3.000000 | 9.2.13 | 13.2.9 (13*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | No |
| 195723843 | 3.000000 | 0.77.76.1.5 | 5.1.76.77.0 (5*79^4 + 493039 + 76*79^2 + 77*79) | No |
These are the training products that have the "KETOGENIC" tag (processing sequence 139). 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 |
|---|---|---|---|---|---|---|---|
| 3083 | Dr Mercola Fermented Black Garlic | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 112899532 | ANTIOXIDANT, COLDS, MINERAL | |
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | 195723843 | ORGANIC | 110858475 | ANTIOXIDANT, GUT HEALTH | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 84865368 | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | none | 0 | HAIR CARE, HORMONE BALANCE | |
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 81300 | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | none | -84784068 | ANTI-INFLAMMATORY, ANTIOXIDANT, SUPERFOOD, OMEGA |