Fold 4 - Understanding why coefficient 423894711 was selected
Tag: GUT HEALTH
Selected Coefficient: 423894711
Taxonomy Path: 66.75.59.69.10
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 423894711 | 0.000000 | 66.75.59.69.10 | 10.69.59.75.66 (10*79^4 + 69*79^3 + 59*79^2 + 75*79 + 66) | Yes |
These are the training products that have the "GUT HEALTH" tag (processing sequence 1614). 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 |
|---|---|---|---|---|---|---|---|
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | 423894711 | ORGANIC, KETOGENIC, ANTIOXIDANT | 0 | none |