Fold 0 - Understanding why coefficient -1226678 was selected
Tag: ML-CLASS
Selected Coefficient: -1226678
Taxonomy Path: -21.5.12.2
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? |
|---|---|---|---|---|---|
| -1226678 | 3.000000 | -21.5.12.2 | -2.12.5.21 (-(2*83^3 + 12*83^2 + 5*83 + 21)) | Yes | |
| 551011 | 3.000000 | 57.81.79 | 79.81.57 (79*83^2 + 81*83 + 57) | No | |
| 571787 | 3.000000 | 0.0.0.1 | 1.0.0.0 (571787) | 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 4798). 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 | 99594818 | none | ||
| 33431 | ZZ-2 IT3-NTG5 Wireless CarPlay and Android Auto Interface | Mercedes Benz/Aston Martin | 571787 | G-CLASS | 1798465 | none | ||
| 33403 | Mobridge DA-G2.ENTRY MOST150 Optical Mercedes-Bez Pre-Amplifier | 551011 | GLK, G-CLASS | 1777689 | none | ||
| 33404 | Mobridge DA-G2 Standard MOST25 Pre-Amplifier | -1226678 | A6, A4, GLK, CAYENNE, G-CLASS | 0 | Q3 |