Fold 4 - Understanding why coefficient -73366572 was selected
Tag: ADAPTOGENIC
Selected Coefficient: -73366572
Taxonomy Path: -0.69.69.62.2
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? |
|---|---|---|---|---|---|
| -73366572 | 1.014085 | -0.69.69.62.2 | -2.62.69.69.0 (-(2*71^4 + 62*71^3 + 69*71^2 + 69*71)) | Yes | |
| 0 | 1.014085 | 0 | 0 (0) | No | |
| -1487321 | 2.000000 | -13.3.11.4 | -4.11.3.13 (-(4*71^3 + 11*71^2 + 3*71 + 13)) | No |
These are the training products that have the "ADAPTOGENIC" tag (processing sequence 185). 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 |
|---|---|---|---|---|---|---|---|
| 3083 | Dr Mercola Fermented Black Garlic | 0 | KETOGENIC | 73366572 | ANTIOXIDANT, COLDS | ||
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | -1487321 | ORGANIC, KETOGENIC | 71879251 | ANTIOXIDANT, GUT HEALTH | ||
| 3063 | Dr Mercola Black Seed Oil (Organic) | -73366572 | KETOGENIC | 0 | DETOX, DIGESTIVE |