Fold 0 - Understanding why coefficient -137793612 was selected
Tag: ALLERGIES
Selected Coefficient: -137793612
Taxonomy Path: -0.81.81.74.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -137793612 | 2.012048 | -0.81.81.74.2 | -2.74.81.81.0 (-(2*83^4 + 74*83^3 + 81*83^2 + 81*83)) | Yes | |
| 0 | 2.012048 | 0 | 0 (0) | No | |
| -288869740 | 3.000000 | -26.2.17.7.6 | -6.7.17.2.26 (-(6*83^4 + 7*83^3 + 17*83^2 + 2*83 + 26)) | No | |
| -240784424 | 3.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | No |
These are the training products that have the "ALLERGIES" tag (processing sequence 4682). 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 |
|---|---|---|---|---|---|---|---|
| 3141 | Neolife Betaine Digestive Aid | 0 | ENZYME | 137793612 | none | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -137793612 | IMMUNE | 0 | BLOOD PRESSURE, METABOLIC, HAIR CARE, HORMONE BALANCE, KETOSIS | ||
| 3086 | Dr Mercola Vitamins D3 & K2 | -240784424 | VITAMIN D, IMMUNE | -102990812 | BLOOD PRESSURE, HORMONE BALANCE, KETOSIS | ||
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | -288869740 | VITAMIN D, ANTI-VIRAL, IMMUNE | -151076128 | CARDIOVASCULAR |