Tag Coefficient Debug: AWARD WINNER

Fold 4 - Understanding why coefficient 1729558 was selected

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Summary

Tag: AWARD WINNER

Selected Coefficient: 1729558

Taxonomy Path: 4.5.2.3

Taxonomy Name:

Products with this tag: 1

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?
17295580.0000004.5.2.33.2.5.4 (3*83^3 + 2*83^2 + 5*83 + 4)Yes

Products with this Tag

These are the training products that have the "AWARD WINNER" tag (processing sequence 1918). 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
8135Plan Toys Roller1729558none0PLAN-TOYS, 10-25