Fold 4 - Understanding why coefficient -4980490 was selected
Tag: MARINES
Selected Coefficient: -4980490
Taxonomy Path: -75.79.58.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4980490 | 2.000000 | -75.79.58.8 | -8.58.79.75 (-(8*83^3 + 58*83^2 + 79*83 + 75)) | Yes | |
| 241282 | 3.000000 | 1.2.35 | 35.2.1 (35*83^2 + 2*83 + 1) | No | |
| 48265212 | 3.000000 | 48.10.34.1.1 | 1.1.34.10.48 (47458321 + 571787 + 34*83^2 + 10*83 + 48) | No |
These are the training products that have the "MARINES" tag (processing sequence 4830). 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 | 48265212 | SPECIAL OPERATIONS | 53245702 | SMALL WEAPONS, MILITARY | ||
| 24941 | Lance Commandant | 241282 | none | 5221772 | none | ||
| 25240 | Minifig CAMO HK XM8 | -4980490 | RIFLES | 0 | SMALL WEAPONS | ||
| 25241 | Minifig AR-Enhanced CAMO Rifle | -4980490 | RIFLES | 0 | SMALL WEAPONS |