Fold 2 - Understanding why coefficient 179553 was selected
Tag: SMALL WEAPONS
Selected Coefficient: 179553
Taxonomy Path: 24.5.26
Taxonomy Name:
Products with this tag: 21
Unique residual values tried: 7
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 | 7.000010 | 24.5.26 | 26.5.24 (26*83^2 + 5*83 + 24) | Yes | |
| 1894914 | 7.000014 | 24.5.26.3 | 3.26.5.24 (3*83^3 + 26*83^2 + 5*83 + 24) | No | |
| 0 | 18.000000 | 0 | 0 (0) | No | |
| -4980490 | 19.000002 | -75.79.58.8 | -8.58.79.75 (-(8*83^3 + 58*83^2 + 79*83 + 75)) | No | |
| -6695851 | 19.000002 | -75.79.58.11 | -11.58.79.75 (-(11*83^3 + 58*83^2 + 79*83 + 75)) | No | |
| -6875404 | 20.000000 | -16.2.2.12 | -12.2.2.16 (-(12*83^3 + 2*83^2 + 2*83 + 16)) | No | |
| 6875404 | 20.000000 | 16.2.2.12 | 12.2.2.16 (12*83^3 + 2*83^2 + 2*83 + 16) | No |
These are the training products that have the "SMALL WEAPONS" tag (processing sequence 5342). 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 |
|---|---|---|---|---|---|---|---|
| 25301 | Minifig Toy M500T Tactical 12 Gauge Shotgun | 6875404 | none | 6695851 | none | ||
| 25550 | Minifig M249 SAW | 1894914 | none | 1715361 | none | ||
| 25273 | Minifig Toy CAMO MP10 | 1894914 | none | 1715361 | none | ||
| 25292 | Minifig Gray Flamethrower Kit | 1894914 | none | 1715361 | none | ||
| 25293 | Minifig Sci-Fi Shotgun Blaster with Laser Sights | 1894914 | none | 1715361 | none | ||
| 25309 | Minifig LORD-B Sniper Rifle | 1894914 | none | 1715361 | none | ||
| 25310 | Minifig Toy M-110 SASS Rifle | 1894914 | none | 1715361 | none | ||
| 25330 | Minifig Suppressed 45 ACP | 179553 | none | 0 | none | ||
| 25286 | Minifig Toy CAMO Spy Carbine | 179553 | none | 0 | none | ||
| 25271 | Minifig Toy CAMO FN P90 with Suppressor | 179553 | none | 0 | none | ||
| 25364 | Minifig Toy 44 Magnum with Red Dot Sight | 179553 | none | 0 | none | ||
| 25536 | Minifig AK47 Liberator | 179553 | none | 0 | none | ||
| 25244 | Minifig CAMO M249 | 179553 | none | 0 | none | ||
| 25549 | Minifig Long Barrel Sniper Rifle | 179553 | none | 0 | none | ||
| 25245 | Minifig CAMO M249 SAW | 179553 | none | 0 | none | ||
| 25345 | Minifig Toy NATO Assault Rifle | 0 | RIFLES | -179553 | none | ||
| 25265 | Minifig Toy CAMO AK-74M | 0 | RIFLES | -179553 | none | ||
| 25266 | Minifig Toy CAMO Steyr AUG A3 | 0 | RIFLES | -179553 | none | ||
| 25259 | Minifig CAMO Milkor MGL Grenade Launcher | -4980490 | RIFLES | -5160043 | none | ||
| 25287 | Minifig Toy CAMO M16 | -6695851 | RIFLES | -6875404 | none | ||
| 25241 | Minifig AR-Enhanced CAMO Rifle | -6875404 | MARINES, RIFLES | -7054957 | none |