Fold 2 - Understanding why coefficient -1288505 was selected
Tag: BIDENS
Selected Coefficient: -1288505
Taxonomy Path: -13.3.21.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -1288505 | 2.000000 | -13.3.21.2 | -2.21.3.13 (-(2*83^3 + 21*83^2 + 3*83 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 480425274 | 2.000000 | 26.2.18.10.10 | 10.10.18.2.26 (10*83^4 + 10*83^3 + 18*83^2 + 2*83 + 26) | No |
These are the training products that have the "BIDENS" tag (processing sequence 6169). 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 |
|---|---|---|---|---|---|---|---|
| 19751 | Open Breath Formula | 480425274 | LUNGS, ELEUTHERO, SIDA, CORDYCEPS, CHEST, BAIKAL | 481713779 | none | ||
| 19974 | Urinary Tract Support | 0 | WOMANS | 1288505 | none | ||
| 19733 | Buhner Pan-Kit SINGLES | -1288505 | RHODIOLA, ELEUTHERO, CORDYCEPS, RED SAGE, ISATIS, BAIKAL | 0 | none |