Fold 0 - Understanding why coefficient -112899532 was selected
Tag: ALLERGIES
Selected Coefficient: -112899532
Taxonomy Path: -0.77.77.70.2
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -112899532 | 1.000000 | -0.77.77.70.2 | -2.70.77.77.0 (-(2*79^4 + 70*79^3 + 77*79^2 + 77*79)) | Yes | |
| 197764900 | 1.000000 | 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 |
These are the training products that have the "ALLERGIES" tag (processing sequence 434). 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 |
|---|---|---|---|---|---|---|---|
| 3061 | Dr Mercola Berberine with MicroPQQ Advanced | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 310664432 | none | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | -112899532 | KETOGENIC | 0 | HAIR CARE, HORMONE BALANCE, IMMUNE, KETOSIS |