Fold 1 - Understanding why coefficient -127764003 was selected
Tag: GUT HEALTH
Selected Coefficient: -127764003
Taxonomy Path: -0.69.68.1.5
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? |
|---|---|---|---|---|---|
| -127764003 | 0.000000 | -0.69.68.1.5 | -5.1.68.69.0 (-(5*71^4 + 357911 + 68*71^2 + 69*71)) | Yes |
These are the training products that have the "GUT HEALTH" tag (processing sequence 821). 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! | -127764003 | KETOGENIC, ALL AGES, APPETITE, GLUTEN FREE | 0 | none |