Tag Coefficient Debug: 50

Fold 2 - Understanding why coefficient 156184 was selected

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Summary

Tag: 50

Selected Coefficient: 156184

Taxonomy Path: 1.2.25

Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sashes

Products with this tag: 3

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?
1561841.0126581.2.2525.2.1 (25*79^2 + 2*79 + 1)Apparel & Accessories > Clothing Accessories > SashesYes
30207241.0126581.1.10.66.10.1.1 (6*79^3 + 10*79^2 + 79 + 1)Apparel & Accessories > Clothing > Outerwear > VestsNo
02.00000000 (0)No

Products with this Tag

These are the training products that have the "50" tag (processing sequence 192). 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
8130Mens Motorcycle Biker Leather Black Vest Heavy Cowhide with side laces3020724Apparel & Accessories > Clothing > Outerwear > Vestsnone2864540BIKER VEST
13245Sparkling Celebration Fabric Sash, 50 | 1 ct156184Apparel & Accessories > Clothing Accessories > Sashesnone0none
13237Sparkling Celebration "50" Round Plates, 7" | 8 ct07"-156184MADE IN USA