Fold 1 - Understanding why coefficient -239069063 was selected
Tag: ISATIS
Selected Coefficient: -239069063
Taxonomy Path: -13.1.9.3.5
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? |
|---|---|---|---|---|---|
| -239069063 | 1.000145 | -13.1.9.3.5 | -5.3.9.1.13 (-(5*83^4 + 3*83^3 + 9*83^2 + 83 + 13)) | Yes | |
| -1253894 | 1.000145 | -13.1.16.2 | -2.16.1.13 (-(2*83^3 + 16*83^2 + 83 + 13)) | No | |
| 1715361 | 2.000000 | 0.0.0.3 | 3.0.0.0 (3*83^3) | No |
These are the training products that have the "ISATIS" tag (processing sequence 6231). 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 | 1715361 | BIDENS, BAIKAL | 240784424 | none | ||
| 19767 | Deep Lung Formula GLYCERITE | -1253894 | LUNGS, BUHNER & KATE FORMULA GLYCERITES | 237815169 | none | ||
| 19752 | Buhner Pan-Kit GLYCERITE SINGLES | -239069063 | BUHNER & KATE FORMULA GLYCERITES, BIDENS, BAIKAL | 0 | none |