Tag Coefficient Debug: ENTRY DOOR

Fold 1 - Understanding why coefficient -12482 was selected

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Summary

Tag: ENTRY DOOR

Selected Coefficient: -12482

Taxonomy Path: -0.0.2

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?
-124820.000160-0.0.2-2.0.0 (-(2*79^2))Yes
00.00016000 (0)No

Products with this Tag

These are the training products that have the "ENTRY DOOR" tag (processing sequence 186). 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
2715Stainless Steel 1800mm Entry Door Pull Handle Set - Back to Back0DOOR PULL12482DOUBLE DOORS
2701Stainless Steel 600mm Entry Door Pull Handles - Pair-12482DOOR PULL0DOUBLE DOORS