Tag Coefficient Debug: DINING ROOM GROUP SETS

Fold 3 - Understanding why coefficient -56732 was selected

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Summary

Tag: DINING ROOM GROUP SETS

Selected Coefficient: -56732

Taxonomy Path: -10.7.9

Taxonomy Name:

Products with this tag: 3

Unique residual values tried: 1

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?
-567320.000000-10.7.9-9.7.10 (-(9*79^2 + 7*79 + 10))Yes

Products with this Tag

These are the training products that have the "DINING ROOM GROUP SETS" tag (processing sequence 1216). 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
10121QW Amish Newbury 7pc Dining Set-567324-6-PEOPLE, BT: 14-16, BT:160none
10435QW Amish Chancellor 7pc Dining Set-567324-6-PEOPLE, BT: 14-16, BT:160none
10459QW Amish Burlington 5pc Dining Set-567324-6-PEOPLE, BT: 14-16, BT:160none