Fold 1 - Understanding why coefficient 21166 was selected
Tag: DELTA
Selected Coefficient: 21166
Taxonomy Path: 1.6.3
Taxonomy Name:
Products with this tag: 7
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 | 2.000290 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | Yes | |
| 55611 | 2.000435 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 5 | 5.000000 | 5 | 5 (5) | No |
These are the training products that have the "DELTA" tag (processing sequence 5354). 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 |
|---|---|---|---|---|---|---|---|
| 14661 | Coleman | 55611 | none | 34445 | none | ||
| 14700 | DST | 55611 | none | 34445 | none | ||
| 14690 | Custom/kin | 21166 | none | 0 | none | ||
| 14691 | CW custom | 21166 | none | 0 | none | ||
| 14696 | Devotion | 21166 | none | 0 | none | ||
| 14647 | Bundle #4 | 5 | none | -21161 | none | ||
| 14648 | Bundle #2 | 5 | none | -21161 | none |