Fold 3 - Understanding why coefficient 110320 was selected
Tag: DANDELION
Selected Coefficient: 110320
Taxonomy Path: 13.1.16
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? |
|---|---|---|---|---|---|
| 110320 | 1.000002 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | Yes | |
| 1825681 | 1.000002 | 13.1.16.3 | 3.16.1.13 (3*83^3 + 16*83^2 + 83 + 13) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "DANDELION" tag (processing sequence 6222). 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 |
|---|---|---|---|---|---|---|---|
| 19768 | Digestive Herbal Bitters Formula | 1825681 | none | 1715361 | none | ||
| 19903 | Prostate Support Formula | 110320 | none | 0 | none | ||
| 19764 | Dandelion Root Extract | 0 | DIGESTION | -110320 | none |