Fold 4 - Understanding why coefficient -240784424 was selected
Tag: ADAPTOGENIC
Selected Coefficient: -240784424
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -240784424 | 3.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | Yes | |
| -12010448032 | 3.000000 | -13.1.9.6.4.3 | -3.4.6.9.1.13 (-(3*83^5 + 4*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | No | |
| 0 | 3.012048 | 0 | 0 (0) | No | |
| -137793612 | 3.024096 | -0.81.81.74.2 | -2.74.81.81.0 (-(2*83^4 + 74*83^3 + 81*83^2 + 81*83)) | No |
These are the training products that have the "ADAPTOGENIC" tag (processing sequence 4612). 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 |
|---|---|---|---|---|---|---|---|
| 3064 | Dr Mercola Fermented Beta Glucans | 0 | MINERAL, IMMUNE, FLU | 240784424 | REVITALISING | ||
| 3083 | Dr Mercola Fermented Black Garlic | 0 | MINERAL, IMMUNE, FLU | 240784424 | REVITALISING | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -137793612 | IMMUNE | 102990812 | HAIR CARE | ||
| 3086 | Dr Mercola Vitamins D3 & K2 | -240784424 | VITAMIN D, IMMUNE | 0 | none | ||
| 3095 | Give Back Health Vitamin D Restore - NEW - INTRO SPECIAL! | -240784424 | VITAMIN D, IMMUNE | 0 | none | ||
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | -12010448032 | IMMUNE, ENZYME | -11769663608 | none |