Fold 4 - Understanding why coefficient 48390 was selected
Tag: BRASSYBRA
Selected Coefficient: 48390
Taxonomy Path: 1.2.7
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 48390 | 0.000145 | 1.2.7 | 7.2.1 (7*83^2 + 2*83 + 1) | Yes | |
| 213726 | 0.000145 | 1.2.31 | 31.2.1 (31*83^2 + 2*83 + 1) | No |
These are the training products that have the "BRASSYBRA" tag (processing sequence 4973). 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 |
|---|---|---|---|---|---|---|---|
| 29559 | Brassybra Vanilla | 213726 | none | 165336 | none | ||
| 29556 | Brassybra Cocoa | 48390 | none | 0 | none |