Fold 2 - Understanding why coefficient 1288505 was selected
Tag: ISATIS
Selected Coefficient: 1288505
Taxonomy Path: 13.3.21.2
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1288505 | 2.012048 | 13.3.21.2 | 2.21.3.13 (2*83^3 + 21*83^2 + 3*83 + 13) | Yes | |
| 1253894 | 2.024096 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | No | |
| -110320 | 4.000000 | -13.1.16 | -16.1.13 (-(16*83^2 + 83 + 13)) | No | |
| 1143574 | 4.000000 | 0.0.0.2 | 2.0.0.0 (2*83^3) | No |
These are the training products that have the "ISATIS" tag (processing sequence 5662). 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 | 0 | none | ||
| 19880 | Deep Lung Formula | 1288505 | LUNGS, MYRRH | 0 | none | ||
| 19886 | Myco Formula | 1253894 | CORDYCEPS, LIVER | -34611 | BAIKAL, GINGER | ||
| 19859 | IHA Formula | 1143574 | ANTIVIRAL | -144931 | none | ||
| 19733 | Buhner Pan-Kit SINGLES | -110320 | RHODIOLA, ELEUTHERO, CORDYCEPS, RED SAGE | -1398825 | BAIKAL, BIDENS |