Fold 3 - Understanding why coefficient 240784424 was selected
Tag: ELEUTHERO
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 240784424 | 1.000145 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 1253894 | 1.000581 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "ELEUTHERO" tag (processing sequence 3447). 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 |
|---|---|---|---|---|---|---|---|
| 19733 | Buhner Pan-Kit SINGLES | 240784424 | none | 0 | ISATIS, RED SAGE | ||
| 19866 | Japanese Knotweed PLUS GLYCERITE | 240784424 | none | 0 | none | ||
| 19867 | Japanese Knotweed PLUS Extract | 240784424 | none | 0 | none | ||
| 19891 | Neurocore Formula GLYCERITE | 240784424 | none | 0 | BRAIN, KIDS GLYCERITES, KIDS PAGE | ||
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | 1253894 | none | -239530530 | ISATIS, KIDS GLYCERITES, RED SAGE, KIDS PAGE | ||
| 19751 | Open Breath Formula | 0 | LUNGS | -240784424 | CHEST |