Fold 0 - Understanding why coefficient 3493078 was selected
Tag: PVC PATCHES
Selected Coefficient: 3493078
Taxonomy Path: 23.4.9.6
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 3493078 | 3.000000 | 23.4.9.6 | 6.9.4.23 (6*83^3 + 9*83^2 + 4*83 + 23) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 241282 | 4.000000 | 1.2.35 | 35.2.1 (35*83^2 + 2*83 + 1) | No | |
| 3251796 | 4.000000 | 22.2.57.5 | 5.57.2.22 (5*83^3 + 57*83^2 + 2*83 + 22) | No |
These are the training products that have the "PVC PATCHES" tag (processing sequence 3983). 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 |
|---|---|---|---|---|---|---|---|
| 24912 | Eat, Sleep, Pew | 3493078 | none | 0 | VIOLENT LITTLE MACHINE SHOP, MORALE PATCHES, MYSTERYPATCH | ||
| 24914 | Join or Die | 3493078 | none | 0 | MORALE PATCHES, MYSTERYPATCH, MORALE PATCH ARMORY | ||
| 24915 | Good Guy | 3251796 | MULTICAM | -241282 | VIOLENT LITTLE MACHINE SHOP, MYSTERYPATCH | ||
| 24931 | Patches Against Humanity | 241282 | none | -3251796 | MORALE PATCHES, MYSTERYPATCH | ||
| 24918 | Welcome To The Danger Zone | 0 | MULTICAM | -3493078 | VIOLENT LITTLE MACHINE SHOP, MORALE PATCHES, MYSTERYPATCH |