Tag Coefficient Debug: AUTODESK INVENTOR CAM

Fold 2 - Understanding why coefficient -555550 was selected

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Summary

Tag: AUTODESK INVENTOR CAM

Selected Coefficient: -555550

Taxonomy Path: -22.1.10.1

Taxonomy Name:

Products with this tag: 2

Unique residual values tried: 2

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?
-5555501.000000-22.1.10.1-1.10.1.22 (-(493039 + 10*79^2 + 79 + 22))Yes
01.00000000 (0)No

Products with this Tag

These are the training products that have the "AUTODESK INVENTOR CAM" tag (processing sequence 663). 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
1606Autodesk Inventor Professional 2023 with lifetime license for windows03D INVENTOR, AUTOCAD INVENTOR 2020, AUTOCAD INVENTOR LT SUITE555550Software > Computer Software > Multimedia & Design Software > 3D Modeling Softwarenone
1601autodesk inventor 2022 professional with lifetime-5555503D INVENTOR, AUTOCAD INVENTOR 2020, AUTOCAD INVENTOR LT SUITE, AUTODESK INVENTOR 20190none