Fold 0 - Understanding why coefficient 1431644 was selected
Tag: 132
Selected Coefficient: 1431644
Taxonomy Path: 0.0.0.4
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 1431644 | 0.000003 | 0.0.0.4 | 4.0.0.0 (4*71^3) | Yes | |
| 0 | 0.000006 | 0 | 0 (0) | No |
These are the training products that have the "132" tag (processing sequence 257). 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 |
|---|---|---|---|---|---|---|---|
| 5037 | 42nd Infantry Performance Shorts | 1431644 | SHORTS | 0 | none | ||
| 5047 | JROTC Performance Shorts | 1431644 | SHORTS | 0 | none | ||
| 5036 | 35th Infantry Performance Shorts | 0 | SHORTS | -1431644 | none |