Fold 1 - Understanding why coefficient 7058 was selected
Tag: FINE ART
Selected Coefficient: 7058
Taxonomy Path: 3.2.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 7058 | 0.000002 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | Yes | |
| 1150632 | 0.000005 | 3.2.1.2 | 2.1.2.3 (2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "FINE ART" tag (processing sequence 3017). 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 |
|---|---|---|---|---|---|---|---|
| 14071 | Saint John Coconut Palm | 1150632 | none | 1143574 | none | ||
| 14009 | Coconut Grove | 7058 | none | 0 | none | ||
| 14012 | More Palms | 7058 | none | 0 | none | ||
| 22049 | Remnant | 7058 | none | 0 | none |