Fold 0 - Understanding why coefficient 1715361 was selected
Tag: RIFLES
Selected Coefficient: 1715361
Taxonomy Path: 0.0.0.3
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 1715361 | 2.000002 | 0.0.0.3 | 3.0.0.0 (3*83^3) | Yes | |
| 0 | 2.000005 | 0 | 0 (0) | No | |
| 6695851 | 4.000000 | 75.79.58.11 | 11.58.79.75 (11*83^3 + 58*83^2 + 79*83 + 75) | No |
These are the training products that have the "RIFLES" tag (processing sequence 4637). 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 |
|---|---|---|---|---|---|---|---|
| 25253 | Minifig CAMO 12 Gauge Pump Action Shotgun | 6695851 | SMALL WEAPONS | 4980490 | none | ||
| 25265 | Minifig Toy CAMO AK-74M | 6695851 | SMALL WEAPONS | 4980490 | none | ||
| 25240 | Minifig CAMO HK XM8 | 1715361 | SMALL WEAPONS | 0 | none | ||
| 25241 | Minifig AR-Enhanced CAMO Rifle | 1715361 | SMALL WEAPONS | 0 | none | ||
| 25259 | Minifig CAMO Milkor MGL Grenade Launcher | 1715361 | SMALL WEAPONS | 0 | none | ||
| 25287 | Minifig Toy CAMO M16 | 0 | SMALL WEAPONS | -1715361 | none |