Tag Coefficient Debug: META-YEARLY-23

Fold 2 - Understanding why coefficient -206837 was selected

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Summary

Tag: META-YEARLY-23

Selected Coefficient: -206837

Taxonomy Path: -1.2.30

Taxonomy Name:

Products with this tag: 8

Unique residual values tried: 4

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?
-2068374.000000-1.2.30-30.2.1 (-(30*83^2 + 2*83 + 1))Yes
06.00000000 (0)No
57.00000055 (5)No
1657757.00000024.5.2424.5.24 (24*83^2 + 5*83 + 24)No

Products with this Tag

These are the training products that have the "META-YEARLY-23" tag (processing sequence 2931). 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
17049March Guaranteed Goldie - Mystery 3-Pack165775none372612FREEAFFIRMATION
17048Guaranteed Goldie Mystery 3-Pack5none206842FREEAFFIRMATION, DAY
17306The Best You Is The Real You Watch Band0ACTIVE WATCH BANDS206837none
17027Change the Game Pearl - March 20230PEARLS206837META-COLOR:BRIGHT
17309The Great Wave Watch Band-206837COMMUNITY-FAVORITE, AMAZING-ARTWORK, WATCH-PRINTS, ACTIVE WATCH BANDS0none
17029Chill Watch Band-206837COMMUNITY-FAVORITE, ACTIVE WATCH BANDS0META-COLOR:BRIGHT, META-THEME:ANIMAL-PRINT
17085Ride The Waves Watch Band-206837COMMUNITY-FAVORITE, ACTIVE WATCH BANDS0none
17252Memento Mori Watch Band-206837COMMUNITY-FAVORITE, AMAZING-ARTWORK, WATCH-PRINTS, ACTIVE WATCH BANDS0none