Tag Coefficient Debug: ALLSERIESPACKS

Fold 2 - Understanding why coefficient -150198 was selected

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Summary

Tag: ALLSERIESPACKS

Selected Coefficient: -150198

Taxonomy Path: -19.5.24

Taxonomy Name:

Products with this tag: 4

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?
-1501982.000000-19.5.24-24.5.19 (-(24*79^2 + 5*79 + 19))Yes
02.00000000 (0)No

Products with this Tag

These are the training products that have the "ALLSERIESPACKS" tag (processing sequence 3119). 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
17281Series 3-Pack - July 20220FREEAFFIRMATION, PACK:SERIES150198EU-ONLY
17282Series 3-Pack - September 20220FREEAFFIRMATION, PACK:SERIES150198EU-ONLY
17280Series 3-Pack - August 2022-150198FREEAFFIRMATION, PACK:SERIES0EU-ONLY
17284Series Pack - February 2023-150198FREEAFFIRMATION, PACK:SERIES0none