Fold 4 - Understanding why coefficient 48085659 was selected
Tag: SWAT
Selected Coefficient: 48085659
Taxonomy Path: 24.5.8.1.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 48085659 | 0.000000 | 24.5.8.1.1 | 1.1.8.5.24 (47458321 + 571787 + 8*83^2 + 5*83 + 24) | Yes |
These are the training products that have the "SWAT" tag (processing sequence 1709). 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 |
|---|---|---|---|---|---|---|---|
| 25440 | Action Minifig Specialist Command Officer Bradford | 48085659 | none | 0 | MINIFIGS, SPECIAL OPERATIONS | ||
| 25454 | Action Minifig Special Operations Unit Heavy | 48085659 | none | 0 | MINIFIGS, SPECIAL OPERATIONS | ||
| 25473 | Action Minifig Special Operations Unit Duke | 48085659 | none | 0 | MINIFIGS, SPECIAL OPERATIONS |