Fold 3 - Understanding why coefficient -3451752 was selected
Tag: MILITARY
Selected Coefficient: -3451752
Taxonomy Path: -31.4.3.6
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -3451752 | 3.000000 | -31.4.3.6 | -6.3.4.31 (-(6*83^3 + 3*83^2 + 4*83 + 31)) | Yes | |
| -55777 | 3.000000 | -1.8.8 | -8.8.1 (-(8*83^2 + 8*83 + 1)) | No | |
| 4980490 | 3.000000 | 75.79.58.8 | 8.58.79.75 (8*83^3 + 58*83^2 + 79*83 + 75) | No | |
| 6910106 | 3.000000 | 24.5.7.12 | 12.7.5.24 (12*83^3 + 7*83^2 + 5*83 + 24) | No |
These are the training products that have the "MILITARY" tag (processing sequence 6727). 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 |
|---|---|---|---|---|---|---|---|
| 25212 | Minifig Dark Grey Battle Damaged Tile | 6910106 | none | 10361858 | none | ||
| 25351 | Minifig Toy Delux M4 Carbine Rifle | 4980490 | MARINES, SMALL WEAPONS | 8432242 | none | ||
| 24824 | Honey Badger Decal | -55777 | VIOLENT LITTLE MACHINE SHOP, MORALE PATCH ARMORY | 3395975 | none | ||
| 24832 | Hunter's Prayer | -3451752 | CHRISTIAN, HUNTING, MORALE PATCH, PVC PATCH | 0 | none |