Fold 3 - Understanding why coefficient -1364214 was selected
Tag: LUNG
Selected Coefficient: -1364214
Taxonomy Path: -26.2.32.2
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? |
|---|---|---|---|---|---|
| -1364214 | 1.000000 | -26.2.32.2 | -2.32.2.26 (-(2*83^3 + 32*83^2 + 2*83 + 26)) | Yes | |
| 1253894 | 1.000000 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | No |
These are the training products that have the "LUNG" tag (processing sequence 5050). 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 |
|---|---|---|---|---|---|---|---|
| 19902 | Propolis Extract | 1253894 | none | 2618108 | none | ||
| 26878 | Ultra Quercetin Plus | -1364214 | LIVER, JOINTS, COLD | 0 | none |