Fold 4 - Understanding why coefficient 179553 was selected
Tag: SMALL WEAPONS
Selected Coefficient: 179553
Taxonomy Path: 24.5.26
Taxonomy Name:
Products with this tag: 22
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 179553 | 8.000010 | 24.5.26 | 26.5.24 (26*83^2 + 5*83 + 24) | Yes | |
| 1894914 | 8.000014 | 24.5.26.3 | 3.26.5.24 (3*83^3 + 26*83^2 + 5*83 + 24) | No | |
| 0 | 16.000000 | 0 | 0 (0) | No | |
| -6695851 | 21.000000 | -75.79.58.11 | -11.58.79.75 (-(11*83^3 + 58*83^2 + 79*83 + 75)) | No | |
| 53245702 | 21.000000 | 40.7.10.10.1 | 1.10.10.7.40 (47458321 + 10*83^3 + 10*83^2 + 7*83 + 40) | No |
These are the training products that have the "SMALL WEAPONS" tag (processing sequence 5221). 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 |
|---|---|---|---|---|---|---|---|
| 25351 | Minifig Toy Delux M4 Carbine Rifle | 53245702 | SPECIAL OPERATIONS, MARINES | 53066149 | MILITARY | ||
| 25309 | Minifig LORD-B Sniper Rifle | 1894914 | none | 1715361 | none | ||
| 25537 | Minifig Toy R870 Tactical Shotgun | 1894914 | none | 1715361 | none | ||
| 25550 | Minifig M249 SAW | 1894914 | none | 1715361 | none | ||
| 25293 | Minifig Sci-Fi Shotgun Blaster with Laser Sights | 1894914 | none | 1715361 | none | ||
| 25292 | Minifig Gray Flamethrower Kit | 1894914 | none | 1715361 | none | ||
| 25252 | Minifig M60 Ammo Can on Side | 1894914 | none | 1715361 | none | ||
| 25286 | Minifig Toy CAMO Spy Carbine | 179553 | none | 0 | none | ||
| 25245 | Minifig CAMO M249 SAW | 179553 | none | 0 | none | ||
| 25260 | Minifig CAMO Toy Sig SG552 | 179553 | none | 0 | none | ||
| 25264 | Minifig Toy CAMO SIG Sauer P320 | 179553 | none | 0 | none | ||
| 25271 | Minifig Toy CAMO FN P90 with Suppressor | 179553 | none | 0 | none | ||
| 25272 | Minifig Toy CAMO P9 SMG | 179553 | none | 0 | none | ||
| 25330 | Minifig Suppressed 45 ACP | 179553 | none | 0 | AMERICA | ||
| 25336 | Minifig M249 SAW Para | 179553 | none | 0 | none | ||
| 25345 | Minifig Toy NATO Assault Rifle | 0 | RIFLES | -179553 | none | ||
| 25253 | Minifig CAMO 12 Gauge Pump Action Shotgun | 0 | RIFLES | -179553 | none | ||
| 25241 | Minifig AR-Enhanced CAMO Rifle | 0 | RIFLES, MARINES | -179553 | none | ||
| 25266 | Minifig Toy CAMO Steyr AUG A3 | 0 | RIFLES | -179553 | none | ||
| 25265 | Minifig Toy CAMO AK-74M | 0 | RIFLES | -179553 | none | ||
| 25240 | Minifig CAMO HK XM8 | 0 | RIFLES, MARINES | -179553 | none | ||
| 25287 | Minifig Toy CAMO M16 | -6695851 | RIFLES | -6875404 | none |