Fold 4 - Understanding why coefficient 48085659 was selected
Tag: MINIFIGS
Selected Coefficient: 48085659
Taxonomy Path: 24.5.8.1.1
Taxonomy Name:
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| 48085659 | 3.000002 | 24.5.8.1.1 | 1.1.8.5.24 (47458321 + 571787 + 8*83^2 + 5*83 + 24) | Yes | |
| 1770912 | 3.000014 | 24.5.8.3 | 3.8.5.24 (3*83^3 + 8*83^2 + 5*83 + 24) | No | |
| 0 | 9.000000 | 0 | 0 (0) | No |
These are the training products that have the "MINIFIGS" tag (processing sequence 2265). 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 |
|---|---|---|---|---|---|---|---|
| 25584 | Large Army Soldier Standing with M-16 - Grey | 48085659 | none | 0 | none | ||
| 25353 | COBI Minifig World War I Prussian Soldier | 48085659 | none | 0 | none | ||
| 25417 | Action Minifig World War II German Officer Kurt | 48085659 | none | 0 | none | ||
| 25431 | Action Minifig World War II German Soldier Otto | 48085659 | none | 0 | none | ||
| 25581 | Minifig Among Us Team 1 | 48085659 | none | 0 | none | ||
| 25352 | Minifig Dark Trooper Phase III | 48085659 | none | 0 | none | ||
| 25408 | Action Minifig World War II German Soldier Axel | 48085659 | none | 0 | none | ||
| 25416 | Action Minifig World War II German Soldier Ralph | 48085659 | none | 0 | none | ||
| 25372 | Minifig Orange Ring Dark Bat | 1770912 | none | -46314747 | none | ||
| 25473 | Action Minifig Special Operations Unit Duke | 0 | SWAT | -48085659 | SPECIAL OPERATIONS | ||
| 25440 | Action Minifig Specialist Command Officer Bradford | 0 | SWAT | -48085659 | SPECIAL OPERATIONS | ||
| 25454 | Action Minifig Special Operations Unit Heavy | 0 | SWAT | -48085659 | SPECIAL OPERATIONS |