Fold 2 - Understanding why coefficient 1260854 was selected
Tag: CAPS
Selected Coefficient: 1260854
Taxonomy Path: 1.2.17.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1260854 | 0.000002 | 1.2.17.2 | 2.17.2.1 (2*83^3 + 17*83^2 + 2*83 + 1) | Yes | |
| 689067 | 0.000003 | 1.2.17.1 | 1.17.2.1 (571787 + 17*83^2 + 2*83 + 1) | No |
These are the training products that have the "CAPS" tag (processing sequence 3549). 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 |
|---|---|---|---|---|---|---|---|
| 12627 | Knit Watch Cap Black | 1260854 | none | 0 | HATS | ||
| 32496 | Mike D's BBQ Beanie | 1260854 | none | 0 | none | ||
| 5839 | Lama Hat | 689067 | none | -571787 | HATS |