Fold 1 - Understanding why coefficient 41552 was selected
Tag: GLA
Selected Coefficient: 41552
Taxonomy Path: 52.2.6
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? |
|---|---|---|---|---|---|
| 41552 | 1.000000 | 52.2.6 | 6.2.52 (6*83^2 + 2*83 + 52) | Yes | |
| 98409692 | 1.000000 | 78.3.9.6.2 | 2.6.9.3.78 (2*83^4 + 6*83^3 + 9*83^2 + 3*83 + 78) | No |
These are the training products that have the "GLA" tag (processing sequence 5015). 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 |
|---|---|---|---|---|---|---|---|
| 33433 | ZZ-2 CT-MB-GL Mercedes Benz Handle Camera | 98409692 | ML-CLASS | 98368140 | none | ||
| 33431 | ZZ-2 IT3-NTG5 Wireless CarPlay and Android Auto Interface | Mercedes Benz/Aston Martin | 41552 | A-CLASS, ML-CLASS | 0 | none |