Fold 1 - Understanding why coefficient 3493078 was selected
Tag: PVC PATCHES
Selected Coefficient: 3493078
Taxonomy Path: 23.4.9.6
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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 | 2.000000 | 23.4.9.6 | 6.9.4.23 (6*83^3 + 9*83^2 + 4*83 + 23) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 241282 | 3.000000 | 1.2.35 | 35.2.1 (35*83^2 + 2*83 + 1) | No |
These are the training products that have the "PVC PATCHES" tag (processing sequence 4866). 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 | MORALE PATCHES, MILSPEC MONKEY, VIOLENT LITTLE MACHINE SHOP | ||
| 24914 | Join or Die | 3493078 | none | 0 | MORALE PATCHES, MORAL PATCH, MILSPEC MONKEY | ||
| 24931 | Patches Against Humanity | 241282 | none | -3251796 | MORALE PATCHES | ||
| 24918 | Welcome To The Danger Zone | 0 | MULTICAM | -3493078 | MORALE PATCHES, MILSPEC MONKEY, VIOLENT LITTLE MACHINE SHOP |