Fold 2 - Understanding why coefficient 110320 was selected
Tag: RED SAGE
Selected Coefficient: 110320
Taxonomy Path: 13.1.16
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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 | 3.000147 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | Yes | |
| 1253894 | 3.000147 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | No | |
| 240784424 | 3.000290 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 240894744 | 5.000000 | 26.2.25.6.5 | 5.6.25.2.26 (5*83^4 + 6*83^3 + 25*83^2 + 2*83 + 26) | No |
These are the training products that have the "RED SAGE" tag (processing sequence 4617). 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 |
|---|---|---|---|---|---|---|---|
| 19763 | Cytokine Attention | 240894744 | CORDYCEPS | 240784424 | BAIKAL | ||
| 19910 | Red Sage/Baikal Formula GLYCERITE | 240784424 | none | 240674104 | BAIKAL | ||
| 19732 | Buhner-Pan Kit GLYCERITES | 1253894 | RHODIOLA, CORDYCEPS | 1143574 | KIDS PAGE, BAIKAL | ||
| 19753 | Systemic Endothelial Support GLYCERITE | 110320 | none | 0 | KIDS PAGE, BAIKAL | ||
| 19731 | Buhner-Pan Kit | 0 | BUHNER, RHODIOLA, CORDYCEPS | -110320 | BAIKAL | ||
| 19733 | Buhner Pan-Kit SINGLES | 0 | RHODIOLA, ELEUTHERO, CORDYCEPS | -110320 | ISATIS, BAIKAL, BIDENS |