Fold 0 - Understanding why coefficient -73366572 was selected
Tag: ALLERGIES
Selected Coefficient: -73366572
Taxonomy Path: -0.69.69.62.2
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? |
|---|---|---|---|---|---|
| -73366572 | 1.000000 | -0.69.69.62.2 | -2.62.69.69.0 (-(2*71^4 + 62*71^3 + 69*71^2 + 69*71)) | Yes | |
| 129251324 | 1.000000 | 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 | No |
These are the training products that have the "ALLERGIES" tag (processing sequence 214). 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 | 129251324 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 202617896 | none | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | -73366572 | ADAPTOGENIC | 0 | none |