Fold 3 - Understanding why coefficient -239530530 was selected
Tag: ISATIS
Selected Coefficient: -239530530
Taxonomy Path: -0.0.76.3.5
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -239530530 | 3.000145 | -0.0.76.3.5 | -5.3.76.0.0 (-(5*83^4 + 3*83^3 + 76*83^2)) | Yes | |
| 0 | 3.000290 | 0 | 0 (0) | No | |
| 1288505 | 3.012048 | 13.3.21.2 | 2.21.3.13 (2*83^3 + 21*83^2 + 3*83 + 13) | No | |
| 1253894 | 3.024096 | 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 "ISATIS" tag (processing sequence 4622). 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 |
|---|---|---|---|---|---|---|---|
| 19767 | Deep Lung Formula GLYCERITE | 1288505 | LUNGS, MYRRH | 240819035 | none | ||
| 19880 | Deep Lung Formula | 1288505 | LUNGS, MYRRH | 240819035 | none | ||
| 19859 | IHA Formula | 1253894 | none | 240784424 | ANTI INFLAMMATORY | ||
| 19733 | Buhner Pan-Kit SINGLES | 0 | ELEUTHERO | 239530530 | RED SAGE | ||
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | -239530530 | ELEUTHERO | 0 | KIDS GLYCERITES, RED SAGE, KIDS PAGE | ||
| 19886 | Myco Formula | -239530530 | LIVER | 0 | none |