Fold 1 - Understanding why coefficient -41552 was selected
Tag: ML-CLASS
Selected Coefficient: -41552
Taxonomy Path: -52.2.6
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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 | 3.000000 | -52.2.6 | -6.2.52 (-(6*83^2 + 2*83 + 52)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 551011 | 3.000000 | 57.81.79 | 79.81.57 (79*83^2 + 81*83 + 57) | No | |
| 98368140 | 3.000000 | 26.1.3.6.2 | 2.6.3.1.26 (2*83^4 + 6*83^3 + 3*83^2 + 83 + 26) | No |
These are the training products that have the "ML-CLASS" tag (processing sequence 4840). 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 | 98368140 | none | 98409692 | GLA | ||
| 33403 | Mobridge DA-G2.ENTRY MOST150 Optical Mercedes-Bez Pre-Amplifier | 551011 | A-CLASS, GLK | 592563 | none | ||
| 33431 | ZZ-2 IT3-NTG5 Wireless CarPlay and Android Auto Interface | Mercedes Benz/Aston Martin | 0 | A-CLASS | 41552 | GLA | ||
| 33404 | Mobridge DA-G2 Standard MOST25 Pre-Amplifier | -41552 | VEHICLE COVERAGE_AUDI, A-CLASS, GLK | 0 | none |