Tag Coefficient Debug: AMAZING-ARTWORK

Fold 3 - 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: 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?
-2068375.000000-1.2.30-30.2.1 (-(30*83^2 + 2*83 + 1))Yes
05.00014500 (0)No
68895.0002900.0.11.0.0 (6889)No
2068376.0000001.2.3030.2.1 (30*83^2 + 2*83 + 1)No

Products with this Tag

These are the training products that have the "AMAZING-ARTWORK" tag (processing sequence 2392). 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
17053Hold On To These Moments Bracelet206837none413674META-COLOR:BLUE, HIM-23
17291Sol & Luna Bracelet206837none413674META-THEME:SPACE
17275Release the Beast Watch Band6889ACTIVE WATCH BANDS213726META-COLOR:BRIGHT
17035Follow Your Heart Watch Band0ACTIVE WATCH BANDS206837META-COLOR:PURPLE
17274Reflect Watch Band0ACTIVE WATCH BANDS206837none
17252Memento Mori Watch Band-206837COMMUNITY-FAVORITE, ACTIVE WATCH BANDS0none
17295Stay Strong Watch Band-206837COMMUNITY-FAVORITE, ACTIVE WATCH BANDS0none
17309The Great Wave Watch Band-206837COMMUNITY-FAVORITE, ACTIVE WATCH BANDS0JANUARY2023