Tag Coefficient Debug: AMAZING-ARTWORK

Fold 2 - Understanding why coefficient 206837 was selected

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Summary

Tag: AMAZING-ARTWORK

Selected Coefficient: 206837

Taxonomy Path: 1.2.30

Taxonomy Name:

Products with this tag: 9

Unique residual values tried: 3

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?
2068374.0001451.2.3030.2.1 (30*83^2 + 2*83 + 1)Yes
2137264.0005811.2.3131.2.1 (31*83^2 + 2*83 + 1)No
05.00000000 (0)No

Products with this Tag

These are the training products that have the "AMAZING-ARTWORK" tag (processing sequence 2284). 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
17275Release the Beast Watch Band213726none6889WATCH-PRINTS, ACTIVE WATCH BANDS, META-COLOR:BRIGHT, META-THEME:ANIMAL-PRINT
17291Sol & Luna Bracelet206837none0META-COLOR:DARK
17053Hold On To These Moments Bracelet206837none0META-COLOR:BLUE, META-COLOR:DARK, META-THEME:ANIMAL-PRINT, ESSENTIALS
17035Follow Your Heart Watch Band206837none0ACTIVE WATCH BANDS, META-THEME:ANIMAL-PRINT, META-COLOR:PURPLE
17264Paint The Sky Bracelet206837none0META-COLOR:DARK, ESSENTIALS
17309The Great Wave Watch Band0COMMUNITY-FAVORITE-206837WATCH-PRINTS, ACTIVE WATCH BANDS, META-YEARLY-23
17252Memento Mori Watch Band0COMMUNITY-FAVORITE-206837WATCH-PRINTS, ACTIVE WATCH BANDS, META-YEARLY-23
17293Starry Night Watch Band0COMMUNITY-FAVORITE-206837META-COLOR:BLUE, WATCH-PRINTS, ACTIVE WATCH BANDS, META-COLOR:DARK
16926You Are Loved Watch Band0COMMUNITY-FAVORITE-206837WATCH-PRINTS, ACTIVE WATCH BANDS, WATCH-HER-23