Fold 4 - Understanding why coefficient -240192618 was selected
Tag: MILITARY
Selected Coefficient: -240192618
Taxonomy Path: -80.8.6.5.5
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -240192618 | 4.000000 | -80.8.6.5.5 | -5.5.6.8.80 (-(5*83^4 + 5*83^3 + 6*83^2 + 8*83 + 80)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 4180881 | 4.000000 | 5.74.25.7 | 7.25.74.5 (7*83^3 + 25*83^2 + 74*83 + 5) | No | |
| 6910106 | 4.000000 | 24.5.7.12 | 12.7.5.24 (12*83^3 + 7*83^2 + 5*83 + 24) | No | |
| 53066149 | 4.000000 | 16.2.67.9.1 | 1.9.67.2.16 (47458321 + 9*83^3 + 67*83^2 + 2*83 + 16) | No |
These are the training products that have the "MILITARY" tag (processing sequence 6964). 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 | 53066149 | SPECIAL OPERATIONS, MARINES, SMALL WEAPONS | 293258767 | none | ||
| 25212 | Minifig Dark Grey Battle Damaged Tile | 6910106 | none | 247102724 | none | ||
| 24832 | Hunter's Prayer | 4180881 | PVC PATCH, CHRISTIAN, HUNTING, MORAL PATCH, MORALE PATCH | 244373499 | none | ||
| 13943 | Glint/Glow Zipper Pulls | 0 | WALKING | 240192618 | none | ||
| 24824 | Honey Badger Decal | -240192618 | FUNNY, MORALE PATCH ARMORY | 0 | none |