Tag Coefficient Debug: GRAPHIC PRINT

Fold 3 - Understanding why coefficient -2928893 was selected

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Summary

Tag: GRAPHIC PRINT

Selected Coefficient: -2928893

Taxonomy Path: -1.1.13.8

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?
-29288931.000000-1.1.13.8-8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1))Yes
-109341453.000000-3.3.39.30-30.39.3.3 (-(30*71^3 + 39*71^2 + 3*71 + 3))No

Products with this Tag

These are the training products that have the "GRAPHIC PRINT" tag (processing sequence 1351). 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
6832Navy Blue Oversized Sweatshirt-2928893SWEATSHIRT, OVERSIZED0none
6836Cream Oversized Sweatshirt-2928893SWEATSHIRT, OVERSIZED0none
6840Grey Oversized Sweatshirt-2928893SWEATSHIRT, OVERSIZED0none
6846Vintage Black Oversized Hoodie-10934145BLACK, SWEATSHIRT, HOODIE, OVERSIZED-8005252none