Fold 1 - Understanding why coefficient -240784424 was selected
Tag: MINERAL
Selected Coefficient: -240784424
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -240784424 | 1.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | Yes | |
| 193326103 | 2.000000 | 13.1.9.6.4 | 4.6.9.1.13 (4*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Digestive Supplements | No |
These are the training products that have the "MINERAL" tag (processing sequence 3584). 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 |
|---|---|---|---|---|---|---|---|
| 3060 | Dr Mercola Fermented Apple Cider Vinegar & Cayenne Capsules - (Organic) | 193326103 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Digestive Supplements | none | 434110527 | KETOSIS, WOMEN'S HEALTH | |
| 3064 | Dr Mercola Fermented Beta Glucans | -240784424 | FLU, IMMUNE | 0 | MUSCLE RELIEF, REVITALISING, WOMEN'S HEALTH | ||
| 3083 | Dr Mercola Fermented Black Garlic | -240784424 | FLU, IMMUNE | 0 | MUSCLE RELIEF, REVITALISING, WOMEN'S HEALTH |