Fold 2 - Understanding why coefficient 99948 was selected
Tag: LIVER
Selected Coefficient: 99948
Taxonomy Path: 13.1.16
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 99948 | 3.000162 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | Yes |
| 1086026 | 3.000162 | 13.1.16.2 | 2.16.1.13 (2*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | No |
| 197764900 | 3.000320 | 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 |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 395529800 | 5.000000 | 26.2.18.12.10 | 10.12.18.2.26 (10*79^4 + 12*79^3 + 18*79^2 + 2*79 + 26) | No |
These are the training products that have the "LIVER" tag (processing sequence 3074). 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 |
|---|---|---|---|---|---|---|---|
| 3109 | Green Trading Organic Brahmi Capsules | 395529800 | NUTRITION | 395429852 | BLOOD PRESSURE | ||
| 19882 | Milk Thistle Seed Extract | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 197664952 | none | |
| 19886 | Myco Formula | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 986078 | none | |
| 19848 | Greater Celandine Extract | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | 0 | none | |
| 3181 | Ultimate Life Natural Vitamin E Cream | 0 | ALL AGES | -99948 | MOTHERS | ||
| 19973 | Turkey Tails Extract | 0 | IMMUNE | -99948 | none |