Fold 1 - Understanding why coefficient 241282 was selected
Tag: MORALE PATCHES
Selected Coefficient: 241282
Taxonomy Path: 1.2.35
Taxonomy Name:
Products with this tag: 25
Unique residual values tried: 14
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 | 17.048338 | 1.2.35 | 35.2.1 (35*83^2 + 2*83 + 1) | Yes | |
| 167 | 17.048628 | 1.2 | 2.1 (2*83 + 1) | No | |
| 55777 | 17.060241 | 1.8.8 | 8.8.1 (8*83^2 + 8*83 + 1) | No | |
| 2976132 | 17.084337 | 1.1.17.5 | 5.17.1.1 (5*83^3 + 17*83^2 + 83 + 1) | No | |
| 0 | 18.000000 | 0 | 0 (0) | No | |
| 27906 | 23.000000 | 18.4.4 | 4.4.18 (4*83^2 + 4*83 + 18) | No | |
| 23 | 23.012048 | 23 | 23 (23) | No | |
| 3493078 | 23.012048 | 23.4.9.6 | 6.9.4.23 (6*83^3 + 9*83^2 + 4*83 + 23) | No | |
| 3251796 | 23.012048 | 22.2.57.5 | 5.57.2.22 (5*83^3 + 57*83^2 + 2*83 + 22) | No | |
| -241259 | 23.012048 | -61.1.35 | -35.1.61 (-(35*83^2 + 83 + 61)) | No | |
| 48608953 | 24.000000 | 3.2.1.2.1 | 1.2.1.2.3 (47458321 + 2*83^3 + 6889 + 2*83 + 3) | No | |
| -3251796 | 24.000000 | -22.2.57.5 | -5.57.2.22 (-(5*83^3 + 57*83^2 + 2*83 + 22)) | No | |
| 262045 | 24.000000 | 14.3.38 | 38.3.14 (38*83^2 + 3*83 + 14) | No | |
| -3493078 | 24.000000 | -23.4.9.6 | -6.9.4.23 (-(6*83^3 + 9*83^2 + 4*83 + 23)) | No |
These are the training products that have the "MORALE PATCHES" tag (processing sequence 5962). 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 | 48608953 | none | 48367671 | MILSPEC MONKEY, VIOLENT LITTLE MACHINE SHOP | ||
| 24919 | No Clown Shoes | 3493078 | none | 3251796 | MILSPEC MONKEY, VIOLENT LITTLE MACHINE SHOP | ||
| 24831 | Cowboy Up | 3251796 | PVC PATCH | 3010514 | MILSPEC MONKEY | ||
| 24796 | Multicam Bath Robe | 2976132 | none | 2734850 | MILSPEC MONKEY | ||
| 24904 | Fake Electrical Outlet Sticker | 262045 | none | 20763 | none | ||
| 24941 | Lance Commandant | 241282 | none | 0 | none | ||
| 24896 | OnlyDefenders | 241282 | none | 0 | none | ||
| 24908 | Do No Harm Do Know Harm | 241282 | none | 0 | MILSPEC MONKEY, VIOLENT LITTLE MACHINE SHOP | ||
| 24903 | Freedom Feet Sneakers | 55777 | none | -185505 | none | ||
| 24902 | Thin Blue Line American Flag Sneakers | 55777 | none | -185505 | MORAL PATCH | ||
| 24901 | Thin Red Line American Flag Sneakers | 55777 | none | -185505 | none | ||
| 24824 | Honey Badger Decal | 27906 | none | -213376 | MILSPEC MONKEY, VIOLENT LITTLE MACHINE SHOP | ||
| 24825 | Like A Boss Decal | 27906 | none | -213376 | MILSPEC MONKEY, VIOLENT LITTLE MACHINE SHOP | ||
| 24906 | Old Glory Crew Socks | 167 | none | -241115 | none | ||
| 24934 | American Flag | 23 | none | -241259 | none | ||
| 24912 | Eat, Sleep, Pew | 0 | PVC PATCHES | -241282 | MILSPEC MONKEY, VIOLENT LITTLE MACHINE SHOP | ||
| 24907 | Rock Out With Your | 0 | MULTICAM | -241282 | MILSPEC MONKEY | ||
| 24834 | Fun Meter Decal | 0 | GAUGE | -241282 | MILSPEC MONKEY | ||
| 24899 | US Space Force | 0 | PVC PATCH | -241282 | none | ||
| 24914 | Join or Die | 0 | PVC PATCHES | -241282 | MORAL PATCH, MILSPEC MONKEY | ||
| 24916 | California State Flag | 0 | PVC PATCH | -241282 | MILSPEC MONKEY | ||
| 24930 | Lead Delivery | 0 | PVC PATCH | -241282 | none | ||
| 24835 | Just The Tip PVC | -241259 | PVC PATCH | -482541 | VIOLENT LITTLE MACHINE SHOP, BEST SELLING | ||
| 24931 | Patches Against Humanity | -3251796 | PVC PATCHES | -3493078 | none | ||
| 24918 | Welcome To The Danger Zone | -3493078 | MULTICAM, PVC PATCHES | -3734360 | MILSPEC MONKEY, VIOLENT LITTLE MACHINE SHOP |