Fold 1 - Understanding why coefficient 179281 was selected
Tag: TEACHER
Selected Coefficient: 179281
Taxonomy Path: 1.2.26
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? |
|---|---|---|---|---|---|
| 179281 | 1.000000 | 1.2.26 | 26.2.1 (26*83^2 + 2*83 + 1) | Yes | |
| 240220357 | 1.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "TEACHER" tag (processing sequence 5094). 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 |
|---|---|---|---|---|---|---|---|
| 11016 | "Mondays Are for Learning" Mug | 240220357 | none | 240041076 | UNIVERSAL | ||
| 18210 | Scarf | 179281 | none | 0 | BFF |