Fold 1 - Understanding why coefficient 238958743 was selected
Tag: BAIKAL
Selected Coefficient: 238958743
Taxonomy Path: 0.0.76.2.5
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 238958743 | 4.012195 | 0.0.76.2.5 | 5.2.76.0.0 (5*83^4 + 2*83^3 + 76*83^2) | Yes | |
| 240674104 | 4.012195 | 0.0.76.5.5 | 5.5.76.0.0 (5*83^4 + 5*83^3 + 76*83^2) | No | |
| -1143574 | 4.012339 | -0.0.0.2 | -2.0.0.0 (-(2*83^3)) | No | |
| -110058 | 4.036145 | -0.81.15 | -15.81.0 (-(15*83^2 + 81*83)) | No | |
| 110320 | 6.000000 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | No | |
| -5 | 7.000000 | -5 | -5 (-(5)) | No | |
| -110320 | 7.000000 | -13.1.16 | -16.1.13 (-(16*83^2 + 83 + 13)) | No |
These are the training products that have the "BAIKAL" tag (processing sequence 5866). 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 |
|---|---|---|---|---|---|---|---|
| 19733 | Buhner Pan-Kit SINGLES | 240674104 | BIDENS | 1715361 | ISATIS | ||
| 19736 | Calm the Cascade Formula | 238958743 | GINGER | 0 | none | ||
| 19708 | Red Sage/Baikal Skullcap Formula | 110320 | none | -238848423 | none | ||
| 19964 | Systemic Endothelial Support | 110320 | none | -238848423 | none | ||
| 19732 | Buhner-Pan Kit GLYCERITES | -5 | BUHNER & KATE FORMULA GLYCERITES, BUNDLE | -238958748 | none | ||
| 19751 | Open Breath Formula | -110058 | LUNGS, SIDA, BIDENS | -239068801 | CHEST | ||
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | -110320 | BUHNER & KATE FORMULA GLYCERITES, BIDENS | -239069063 | ISATIS | ||
| 19753 | Systemic Endothelial Support GLYCERITE | -1143574 | BUHNER & KATE FORMULA GLYCERITES | -240102317 | none |