Fold 3 - Understanding why coefficient -112899532 was selected
Tag: ADAPTOGENIC
Selected Coefficient: -112899532
Taxonomy Path: -0.77.77.70.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -112899532 | 1.012658 | -0.77.77.70.2 | -2.70.77.77.0 (-(2*79^4 + 70*79^3 + 77*79^2 + 77*79)) | Yes | |
| 0 | 1.012658 | 0 | 0 (0) | No | |
| -2041057 | 2.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | No |
These are the training products that have the "ADAPTOGENIC" tag (processing sequence 382). 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 | KETOGENIC | 112899532 | ANTIOXIDANT, COLDS | ||
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | -2041057 | ORGANIC, KETOGENIC | 110858475 | ANTIOXIDANT, DAIRY FREE, GUT HEALTH | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -112899532 | KETOGENIC | 0 | HAIR CARE, INFLAMMATION, KETOSIS |