Tag Coefficient Debug: COLLECTIBLES

Fold 4 - Understanding why coefficient 25810299 was selected

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Summary

Tag: COLLECTIBLES

Selected Coefficient: 25810299

Taxonomy Path: 24.5.8.1.1

Taxonomy Name: Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Action Figures

Products with this tag: 5

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?
258102990.00000024.5.8.1.11.1.8.5.24 (25411681 + 357911 + 8*71^2 + 5*71 + 24)Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Action FiguresYes

Products with this Tag

These are the training products that have the "COLLECTIBLES" tag (processing sequence 576). 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
5094*PRE ORDER* CUSTOM EDITION Wedding Gallavich25810299Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Action Figuresnone0none
5095*PRE ORDER* CUSTOM EDITION The Shield Curtis Lemansky25810299Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Action Figuresnone0none
5101*PRE ORDER* CUSTOM EDITION The Shield Vic Mackey25810299Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Action Figuresnone0none
5120*IN STOCK* CUSTOM EDITION Prison Gallavich25810299Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Action Figuresnone0none
5230*PRE ORDER* CUSTOM EDITION Kane Hodder25810299Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Action Figuresnone0none