Fold 3 - Understanding why coefficient 240784424 was selected
Tag: MUSHROOM EXTRACTS
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
Products with this tag: 7
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 | 0.000290 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 110320 | 0.000728 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | No | |
| 1253894 | 0.000728 | 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 "MUSHROOM EXTRACTS" tag (processing sequence 3270). 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 |
|---|---|---|---|---|---|---|---|
| 19740 | Chaga Tea | 240784424 | none | 0 | none | ||
| 19766 | Deep Immune Tonic Broth | 240784424 | none | 0 | none | ||
| 19877 | Lion's Mane Extract | 240784424 | none | 0 | BRAIN | ||
| 19739 | Chaga Mushroom Extract | 240784424 | none | 0 | none | ||
| 19754 | Cordyceps Extract | 240784424 | none | 0 | none | ||
| 19710 | Reishi PLUS Extract | 1253894 | none | -239530530 | none | ||
| 19709 | Reishi Extract | 110320 | none | -240674104 | none |