Fold 1 - Understanding why coefficient -241282 was selected
Tag: MILSPEC MONKEY
Selected Coefficient: -241282
Taxonomy Path: -1.2.35
Taxonomy Name:
Products with this tag: 14
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| -241282 | 9.012048 | -1.2.35 | -35.2.1 (-(35*83^2 + 2*83 + 1)) | Yes | |
| -55777 | 9.048193 | -1.8.8 | -8.8.1 (-(8*83^2 + 8*83 + 1)) | No | |
| -213376 | 12.000000 | -66.80.30 | -30.80.66 (-(30*83^2 + 80*83 + 66)) | No | |
| 2734850 | 12.012048 | 0.82.64.4 | 4.64.82.0 (4*83^3 + 64*83^2 + 82*83) | No | |
| 0 | 12.012048 | 0 | 0 (0) | No | |
| 48367671 | 13.000000 | 2.0.49.1.1 | 1.1.49.0.2 (47458321 + 571787 + 49*83^2 + 2) | No | |
| 689067 | 13.000000 | 1.2.17.1 | 1.17.2.1 (571787 + 17*83^2 + 2*83 + 1) | No | |
| 3010514 | 13.000000 | 21.0.22.5 | 5.22.0.21 (5*83^3 + 22*83^2 + 21) | No | |
| 3251796 | 13.000000 | 22.2.57.5 | 5.57.2.22 (5*83^3 + 57*83^2 + 2*83 + 22) | No | |
| -3734360 | 13.000000 | -24.6.44.6 | -6.44.6.24 (-(6*83^3 + 44*83^2 + 6*83 + 24)) | No |
These are the training products that have the "MILSPEC MONKEY" tag (processing sequence 6454). 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 |
|---|---|---|---|---|---|---|---|
| 24823 | Secret Squirrel Decal | 48367671 | MORALE PATCHES | 48608953 | VIOLENT LITTLE MACHINE SHOP | ||
| 24919 | No Clown Shoes | 3251796 | MORALE PATCHES | 3493078 | VIOLENT LITTLE MACHINE SHOP | ||
| 24831 | Cowboy Up | 3010514 | PVC PATCH, MORALE PATCHES | 3251796 | none | ||
| 24796 | Multicam Bath Robe | 2734850 | MORALE PATCHES | 2976132 | none | ||
| 24913 | Multicam Mesh Patch Hat | 689067 | none | 930349 | VIOLENT LITTLE MACHINE SHOP | ||
| 24908 | Do No Harm Do Know Harm | 0 | MORALE PATCHES | 241282 | VIOLENT LITTLE MACHINE SHOP | ||
| 24914 | Join or Die | -55777 | PVC PATCHES, MORALE PATCHES, MORAL PATCH | 185505 | none | ||
| 24824 | Honey Badger Decal | -213376 | MORALE PATCHES | 27906 | VIOLENT LITTLE MACHINE SHOP | ||
| 24825 | Like A Boss Decal | -213376 | MORALE PATCHES | 27906 | VIOLENT LITTLE MACHINE SHOP | ||
| 24907 | Rock Out With Your | -241282 | MULTICAM, MORALE PATCHES | 0 | none | ||
| 24834 | Fun Meter Decal | -241282 | GAUGE, MORALE PATCHES | 0 | none | ||
| 24916 | California State Flag | -241282 | PVC PATCH, MORALE PATCHES | 0 | none | ||
| 24912 | Eat, Sleep, Pew | -241282 | PVC PATCHES, MORALE PATCHES | 0 | VIOLENT LITTLE MACHINE SHOP | ||
| 24918 | Welcome To The Danger Zone | -3734360 | MULTICAM, PVC PATCHES, MORALE PATCHES | -3493078 | VIOLENT LITTLE MACHINE SHOP |