Fold 2 - Understanding why coefficient 241282 was selected
Tag: PVC PATCH
Selected Coefficient: 241282
Taxonomy Path: 1.2.35
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 241282 | 3.000000 | 1.2.35 | 35.2.1 (35*83^2 + 2*83 + 1) | Yes | |
| 3493078 | 3.012048 | 23.4.9.6 | 6.9.4.23 (6*83^3 + 9*83^2 + 4*83 + 23) | No | |
| 23 | 3.024096 | 23 | 23 (23) | No |
These are the training products that have the "PVC PATCH" tag (processing sequence 4613). 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 |
|---|---|---|---|---|---|---|---|
| 24831 | Cowboy Up | 3493078 | none | 3251796 | none | ||
| 24936 | I Roll My Own | 3493078 | none | 3251796 | none | ||
| 24899 | US Space Force | 241282 | none | 0 | MORALE PATCH ARMORY | ||
| 24916 | California State Flag | 241282 | none | 0 | none | ||
| 24930 | Lead Delivery | 241282 | none | 0 | none | ||
| 24835 | Just The Tip PVC | 23 | none | -241259 | MORALE PATCH ARMORY, BEST SELLING |