Fold 0 - Understanding why coefficient 21166 was selected
Tag: HIM-23
Selected Coefficient: 21166
Taxonomy Path: 1.6.3
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? |
|---|---|---|---|---|---|
| 21166 | 1.024096 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | Yes | |
| 206837 | 1.036145 | 1.2.30 | 30.2.1 (30*83^2 + 2*83 + 1) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "HIM-23" tag (processing sequence 4599). 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 |
|---|---|---|---|---|---|---|---|
| 16963 | Dare To Dream Bracelet | 206837 | none | 185671 | none | ||
| 17053 | Hold On To These Moments Bracelet | 206837 | AMAZING-ARTWORK, META-COLOR:BLUE | 185671 | none | ||
| 16919 | Wild + Free Bracelet | 21166 | none | 0 | none | ||
| 17310 | The Mountains Are Calling Bracelet | 21166 | none | 0 | none | ||
| 17311 | The path less traveled Bracelet | 21166 | none | 0 | none | ||
| 17243 | Love Conquers All Bracelet | 0 | 062024 | -21166 | none |