Fold 2 - Understanding why coefficient 592563 was selected
Tag: Q3
Selected Coefficient: 592563
Taxonomy Path: 26.1.3.1
Taxonomy Name:
Products with this tag: 4
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 | |
| 98368140 | 1.000003 | 26.1.3.6.2 | 2.6.3.1.26 (2*83^4 + 6*83^3 + 3*83^2 + 83 + 26) | No | |
| -1205902 | 3.000000 | -78.3.9.2 | -2.9.3.78 (-(2*83^3 + 9*83^2 + 3*83 + 78)) | No |
These are the training products that have the "Q3" tag (processing sequence 4815). 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 |
|---|---|---|---|---|---|---|---|
| 33438 | ZZ-2 CT-AUDI-Q3 Audi Front Camera | Audi A5 and Audi Q3 | 98368140 | none | 97775577 | none | ||
| 33437 | ZZ-2 IT3-MMI3G-Q3N Wireless CarPlay and Android Auto Interface | With-NAV | 592563 | none | 0 | none | ||
| 33441 | ZZ-2 IT3-MMI3G-Q3 Wireless CarPlay and Android Auto Interface | Non-NAV | 592563 | none | 0 | none | ||
| 33404 | Mobridge DA-G2 Standard MOST25 Pre-Amplifier | -1205902 | A4, A6, A-CLASS, CAYENNE, C-CLASS, GL-CLASS | -1798465 | G-CLASS |