Tag Coefficient Debug: AMAZING-ARTWORK

Fold 1 - Understanding why coefficient 187389 was selected

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Summary

Tag: AMAZING-ARTWORK

Selected Coefficient: 187389

Taxonomy Path: 1.2.30

Taxonomy Name: Apparel & Accessories > Clothing Accessories > Wristbands

Products with this tag: 8

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?
1873890.0000001.2.3030.2.1 (30*79^2 + 2*79 + 1)Apparel & Accessories > Clothing Accessories > WristbandsYes

Products with this Tag

These are the training products that have the "AMAZING-ARTWORK" tag (processing sequence 240). 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
16926You Are Loved Watch Band187389Apparel & Accessories > Clothing Accessories > Wristbandsnone0none
17035Follow Your Heart Watch Band187389Apparel & Accessories > Clothing Accessories > Wristbandsnone0META-COLOR:PURPLE
17053Hold On To These Moments Bracelet187389Apparel & Accessories > Clothing Accessories > Wristbandsnone0META-COLOR:DARK
17252Memento Mori Watch Band187389Apparel & Accessories > Clothing Accessories > Wristbandsnone0none
17274Reflect Watch Band187389Apparel & Accessories > Clothing Accessories > Wristbandsnone0none
17291Sol & Luna Bracelet187389Apparel & Accessories > Clothing Accessories > Wristbandsnone0META-THEME:SPACE, META-COLOR:DARK
17293Starry Night Watch Band187389Apparel & Accessories > Clothing Accessories > Wristbandsnone0META-COLOR:DARK
17295Stay Strong Watch Band187389Apparel & Accessories > Clothing Accessories > Wristbandsnone0APPLEWATCH, META-COLOR:MULTICOLOR