Fold 1 - Understanding why coefficient -1253894 was selected
Tag: TOPICAL
Selected Coefficient: -1253894
Taxonomy Path: -13.1.16.2
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -1253894 | 1.000000 | -13.1.16.2 | -2.16.1.13 (-(2*83^3 + 16*83^2 + 83 + 13)) | Yes | |
| 7151 | 1.000000 | 13.3.1 | 1.3.13 (6889 + 3*83 + 13) | No |
These are the training products that have the "TOPICAL" tag (processing sequence 5100). 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 |
|---|---|---|---|---|---|---|---|
| 19977 | Warming Muscle Balm | 7151 | none | 1261045 | none | ||
| 3121 | Kiwiherb De-Stuff Rub (Organic) | -1253894 | FLU, CONGESTION, CHILDREN'S | 0 | none |