Tag Coefficient Debug: 132

Fold 4 - Understanding why coefficient -2383678 was selected

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Summary

Tag: 132

Selected Coefficient: -2383678

Taxonomy Path: -1.1.14.4

Taxonomy Name:

Products with this tag: 6

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?
-23836780.000007-1.1.14.4-4.14.1.1 (-(4*83^3 + 14*83^2 + 83 + 1))Yes
-965300.000007-1.1.14-14.1.1 (-(14*83^2 + 83 + 1))No
16188310.00000782.81.68.22.68.81.82 (2*83^3 + 68*83^2 + 81*83 + 82)No

Products with this Tag

These are the training products that have the "132" tag (processing sequence 6056). 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
50395th Infantry Performance Shorts1618831MEN'S BOTTOMS, SHORTS4002509none
5045De Oppresso Liber Performance Shorts1618831MEN'S BOTTOMS, SHORTS4002509none
503742nd Infantry Performance Shorts-96530MEN'S BOTTOMS, SHORTS2287148none
5047JROTC Performance Shorts-96530MEN'S BOTTOMS, SHORTS2287148none
503635th Infantry Performance Shorts-2383678MEN'S BOTTOMS, SHORTS0none
5038509th Infantry Performance Shorts-2383678MEN'S BOTTOMS, SHORTS0none