Fold 0 - Understanding why coefficient 129251324 was selected
Tag: ADAPTOGENIC
Selected Coefficient: 129251324
Taxonomy Path: 13.1.9.6.5
Taxonomy Name: Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 129251324 | 1.014085 | 13.1.9.6.5 | 5.6.9.1.13 (5*71^4 + 6*71^3 + 9*71^2 + 71 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | Yes |
| 55884752 | 1.028169 | 13.3.10.14.2 | 2.14.10.3.13 (2*71^4 + 14*71^3 + 10*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | No |
| 127764003 | 3.000000 | 0.69.68.1.5 | 5.1.68.69.0 (5*71^4 + 357911 + 68*71^2 + 69*71) | No |
These are the training products that have the "ADAPTOGENIC" tag (processing sequence 187). 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 |
|---|---|---|---|---|---|---|---|
| 3064 | Dr Mercola Fermented Beta Glucans | 129251324 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 3083 | Dr Mercola Fermented Black Garlic | 129251324 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 0 | none | |
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | 127764003 | ORGANIC | -1487321 | ENZYME | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | 55884752 | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | none | -73366572 | ALLERGIES |