Fold 3 - Understanding why coefficient 571787 was selected
Tag: ML-CLASS
Selected Coefficient: 571787
Taxonomy Path: 0.0.0.1
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? |
|---|---|---|---|---|---|
| 571787 | 2.000000 | 0.0.0.1 | 1.0.0.0 (571787) | Yes | |
| 592563 | 2.000000 | 26.1.3.1 | 1.3.1.26 (571787 + 3*83^2 + 83 + 26) | No | |
| 98960703 | 2.000000 | 52.2.6.7.2 | 2.7.6.2.52 (2*83^4 + 7*83^3 + 6*83^2 + 2*83 + 52) | No |
These are the training products that have the "ML-CLASS" tag (processing sequence 6262). 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 | 98960703 | GLA | 98388916 | none | ||
| 33431 | ZZ-2 IT3-NTG5 Wireless CarPlay and Android Auto Interface | Mercedes Benz/Aston Martin | 592563 | A-CLASS, SLK, CLS, C-CLASS, G-CLASS, GLA | 20776 | none | ||
| 33403 | Mobridge DA-G2.ENTRY MOST150 Optical Mercedes-Bez Pre-Amplifier | 571787 | A-CLASS, SLK, CLS, C-CLASS, G-CLASS | 0 | none |