Fold 3 - Understanding why coefficient -493039 was selected
Tag: LIVER
Selected Coefficient: -493039
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -493039 | 2.012660 | -0.0.0.1 | -1.0.0.0 (-(493039)) | Yes | |
| 0 | 2.012660 | 0 | 0 (0) | No | |
| 462150 | 2.025316 | 0.4.74 | 74.4.0 (74*79^2 + 4*79) | 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 |
| 197864848 | 4.000000 | 26.2.25.6.5 | 5.6.25.2.26 (5*79^4 + 6*79^3 + 25*79^2 + 2*79 + 26) | No |
These are the training products that have the "LIVER" tag (processing sequence 3726). 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 |
|---|---|---|---|---|---|---|---|
| 19848 | Greater Celandine Extract | 197864848 | NERVOUS SYSTEM | 198357887 | none | ||
| 19882 | Milk Thistle Seed Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 198257939 | none | |
| 3181 | Ultimate Life Natural Vitamin E Cream | 462150 | BIRTH CARE, ENERGY, FATIGUE | 955189 | BODY, COPPER | ||
| 3109 | Green Trading Organic Brahmi Capsules | 0 | NUTRITION | 493039 | none | ||
| 19886 | Myco Formula | -493039 | GINGER | 0 | none |