Fold 1 - Understanding why coefficient -185505 was selected
Tag: MORAL PATCH
Selected Coefficient: -185505
Taxonomy Path: -0.77.26
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -185505 | 1.012048 | -0.77.26 | -26.77.0 (-(26*83^2 + 77*83)) | Yes | |
| 0 | 1.012048 | 0 | 0 (0) | No | |
| -241282 | 2.000000 | -1.2.35 | -35.2.1 (-(35*83^2 + 2*83 + 1)) | No |
These are the training products that have the "MORAL PATCH" tag (processing sequence 6252). 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 |
|---|---|---|---|---|---|---|---|
| 24832 | Hunter's Prayer | 0 | PVC PATCH, HUNTING | 185505 | none | ||
| 24902 | Thin Blue Line American Flag Sneakers | -185505 | MORALE PATCHES | 0 | none | ||
| 24914 | Join or Die | -241282 | PVC PATCHES, MORALE PATCHES | -55777 | MILSPEC MONKEY |