Fold 0 - Understanding why coefficient 3568586 was selected
Tag: CALCINHA
Selected Coefficient: 3568586
Taxonomy Path: 1.1.20.6
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 3568586 | 0.000003 | 1.1.20.6 | 6.20.1.1 (6*83^3 + 20*83^2 + 83 + 1) | Yes | |
| 2425012 | 0.000009 | 1.1.20.4 | 4.20.1.1 (4*83^3 + 20*83^2 + 83 + 1) | No |
These are the training products that have the "CALCINHA" tag (processing sequence 3176). 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 |
|---|---|---|---|---|---|---|---|
| 15255 | CALCINHA Maui Sky | 3568586 | none | 0 | none | ||
| 15418 | CALCINHA Monaco Sky | 3568586 | none | 0 | none | ||
| 15237 | CALCINHA Laguna Chiclete | 3568586 | none | 0 | none | ||
| 15227 | CALCINHA Capri Chiclete | 3568586 | none | 0 | none | ||
| 15246 | CALCINHA Maui Chiclete | 3568586 | none | 0 | none | ||
| 15243 | CALCINHA Laguna Sky | 2425012 | none | -1143574 | none | ||
| 15234 | CALCINHA Capri Sky | 2425012 | none | -1143574 | none |