Fold 0 - Understanding why coefficient 1253894 was selected
Tag: BITTER
Selected Coefficient: 1253894
Taxonomy Path: 13.1.16.2
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1253894 | 2.000002 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | Yes | |
| 2969255 | 2.000002 | 13.1.16.5 | 5.16.1.13 (5*83^3 + 16*83^2 + 83 + 13) | No | |
| -239530530 | 2.000145 | -0.0.76.3.5 | -5.3.76.0.0 (-(5*83^4 + 3*83^3 + 76*83^2)) | No | |
| 0 | 2.000145 | 0 | 0 (0) | No |
These are the training products that have the "BITTER" tag (processing sequence 4698). 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 |
|---|---|---|---|---|---|---|---|
| 19883 | Motherwort Extract | 2969255 | none | 1715361 | SIMPLE EXTRACTS, CARDIOVASCULAR | ||
| 19730 | Boneset Extract | 1253894 | none | 0 | SIMPLE EXTRACTS | ||
| 19740 | Chaga Tea | 0 | MUSHROOM EXTRACTS | -1253894 | none | ||
| 19744 | Chinese Coptis Extract | -239530530 | IMMUNE | -240784424 | SIMPLE EXTRACTS, COLD |