Fold 1 - Understanding why coefficient 1916145 was selected
Tag: IMMUNE
Selected Coefficient: 1916145
Taxonomy Path: 0.2.70.3
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? |
|---|---|---|---|---|---|
| 1916145 | 3.012658 | 0.2.70.3 | 3.70.2.0 (3*79^3 + 70*79^2 + 2*79) | Yes | |
| 0 | 3.025316 | 0 | 0 (0) | No | |
| 197764900 | 4.000000 | 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 |
| 6348407443 | 5.000000 | 70.76.5.78.4.2 | 2.4.78.5.76.70 (2*79^5 + 4*79^4 + 78*79^3 + 5*79^2 + 76*79 + 70) | No |
These are the training products that have the "IMMUNE" tag (processing sequence 1724). 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 |
|---|---|---|---|---|---|---|---|
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | 6348407443 | ORGANIC, ADAPTOGENIC, DAIRY FREE, ENZYME | 6346491298 | none | ||
| 3122 | Kiwiherb EchiBerry® | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 195848755 | MANUKA | |
| 10365 | Immune to BS Bundle- Superstar Kit for All Things Immunity | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 195848755 | none | |
| 3064 | Dr Mercola Fermented Beta Glucans | 1916145 | ADAPTOGENIC, COLDS | 0 | none | ||
| 3083 | Dr Mercola Fermented Black Garlic | 1916145 | ADAPTOGENIC, COLDS | 0 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 0 | ADAPTOGENIC, ALLERGIES, HAIR CARE, HORMONE BALANCE | -1916145 | JOINT FUNCTION, RECOVERY, WELL-BEING, WELLNESS |