Tag Coefficient Debug: CLS

Fold 3 - Understanding why coefficient -592563 was selected

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Summary

Tag: CLS

Selected Coefficient: -592563

Taxonomy Path: -26.1.3.1

Taxonomy Name:

Products with this tag: 5

Unique residual values tried: 4

Candidate Coefficients Tried

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?
-5925632.000003-26.1.3.1-1.3.1.26 (-(571787 + 3*83^2 + 83 + 26))Yes
-207762.000003-26.1.3-3.1.26 (-(3*83^2 + 83 + 26))No
5510112.00000357.81.7979.81.57 (79*83^2 + 81*83 + 57)No
03.00000000 (0)No

Products with this Tag

These are the training products that have the "CLS" tag (processing sequence 5621). 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
33403Mobridge DA-G2.ENTRY MOST150 Optical Mercedes-Bez Pre-Amplifier551011A-CLASS, SLK1143574C-CLASS, G-CLASS, ML-CLASS
33294iDatastart ADS-THR-BZ2 Mercedes-Benz T-Harness for CMBMXA00SLK592563C-CLASS, G-CLASS
33429Mid City Engineering SKSNG204D3 Plug and Play Remote Starter for Mercedes Benz0SLK592563C-CLASS
33431ZZ-2 IT3-NTG5 Wireless CarPlay and Android Auto Interface | Mercedes Benz/Aston Martin-20776A-CLASS, SLK571787C-CLASS, G-CLASS, GLA, ML-CLASS
33402Mobridge DA-G2.ENTRY MOST150 Coaxial Mercedes-Bez Pre-Amplifier-592563SL, A-CLASS0C-CLASS, GLA