Fold 1 - Understanding why coefficient 592563 was selected
Tag: A-CLASS
Selected Coefficient: 592563
Taxonomy Path: 26.1.3.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 592563 | 1.000002 | 26.1.3.1 | 1.3.1.26 (571787 + 3*83^2 + 83 + 26) | Yes | |
| 1164350 | 1.000002 | 26.1.3.2 | 2.3.1.26 (2*83^3 + 3*83^2 + 83 + 26) | No | |
| 571787 | 2.000000 | 0.0.0.1 | 1.0.0.0 (571787) | No |
These are the training products that have the "A-CLASS" tag (processing sequence 3482). 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 |
|---|---|---|---|---|---|---|---|
| 33403 | Mobridge DA-G2.ENTRY MOST150 Optical Mercedes-Bez Pre-Amplifier | 1164350 | none | 571787 | GLK, ML-CLASS | ||
| 33431 | ZZ-2 IT3-NTG5 Wireless CarPlay and Android Auto Interface | Mercedes Benz/Aston Martin | 592563 | none | 0 | ML-CLASS, GLA | ||
| 33404 | Mobridge DA-G2 Standard MOST25 Pre-Amplifier | 571787 | VEHICLE COVERAGE_AUDI | -20776 | GLK, ML-CLASS |