Tag Coefficient Debug: WINDOWS PHONE 11

Fold 1 - Understanding why coefficient -89662 was selected

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Summary

Tag: WINDOWS PHONE 11

Selected Coefficient: -89662

Taxonomy Path: -22.1.13

Taxonomy Name:

Products with this tag: 4

Unique residual values tried: 3

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?
-896622.000000-22.1.13-13.1.22 (-(13*83^2 + 83 + 22))Yes
02.00014500 (0)No
51254162.0001450.0.80.88.80.0.0 (8*83^3 + 80*83^2)No

Products with this Tag

These are the training products that have the "WINDOWS PHONE 11" tag (processing sequence 3133). 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
1833WINDOWS MOVIE MAKER 2022 FULL VERSION FOR WINDOWS5125416DIRECTX WINDOWS 8.15215078Software > Computer Software > Multimedia & Design Software > Video Editing Softwarenone
1827Windows 11 Professional0ASUS SECURE BOOT WINDOWS 1189662none
1672Windows 11 – Pro Lifetime-89662ASUS SECURE BOOT WINDOWS 11, DIRECTX WINDOWS 8.10none
1829Windows 11 PRO Professional License-89662ASUS SECURE BOOT WINDOWS 11, DIRECTX WINDOWS 8.10none