Fold 1 - Understanding why coefficient 6875404 was selected
Tag: RIFLES
Selected Coefficient: 6875404
Taxonomy Path: 16.2.2.12
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 6875404 | 2.000000 | 16.2.2.12 | 12.2.2.16 (12*83^3 + 2*83^2 + 2*83 + 16) | Yes | |
| 1894914 | 3.000000 | 24.5.26.3 | 3.26.5.24 (3*83^3 + 26*83^2 + 5*83 + 24) | No |
These are the training products that have the "RIFLES" tag (processing sequence 3962). 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 | 6875404 | none | 0 | SMALL WEAPONS | ||
| 25266 | Minifig Toy CAMO Steyr AUG A3 | 6875404 | none | 0 | SMALL WEAPONS | ||
| 25345 | Minifig Toy NATO Assault Rifle | 6875404 | none | 0 | SMALL WEAPONS | ||
| 25240 | Minifig CAMO HK XM8 | 1894914 | none | -4980490 | SMALL WEAPONS | ||
| 25259 | Minifig CAMO Milkor MGL Grenade Launcher | 1894914 | none | -4980490 | SMALL WEAPONS |