Fold 2 - Understanding why coefficient -2218417 was selected
Tag: GUT HEALTH
Selected Coefficient: -2218417
Taxonomy Path: -22.5.14.6
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -2218417 | 1.000000 | -22.5.14.6 | -6.14.5.22 (-(6*71^3 + 14*71^2 + 5*71 + 22)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "GUT HEALTH" tag (processing sequence 829). 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 |
|---|---|---|---|---|---|---|---|
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 0 | KETOGENIC, ALL AGES, DELICIOUS, FOOD | 2218417 | VITALITY | ||
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | -2218417 | ORGANIC, KETOGENIC, DAIRY FREE | 0 | none |