Tag Coefficient Debug: MEN'S BOTTOMS

Fold 2 - Understanding why coefficient 3538727 was selected

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Summary

Tag: MEN'S BOTTOMS

Selected Coefficient: 3538727

Taxonomy Path: 1.1.14.7

Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Jogger Shorts

Products with this tag: 7

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?
35387270.0000081.1.14.77.14.1.1 (7*79^3 + 14*79^2 + 79 + 1)Apparel & Accessories > Clothing > Shorts > Jogger ShortsYes
874540.0000101.1.1414.1.1 (14*79^2 + 79 + 1)Apparel & Accessories > Clothing > ShortsNo
20596100.0000101.1.14.44.14.1.1 (4*79^3 + 14*79^2 + 79 + 1)Apparel & Accessories > Clothing > Shorts > Short TrousersNo

Products with this Tag

These are the training products that have the "MEN'S BOTTOMS" tag (processing sequence 3533). 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
5040CIB 2nd Award Performance Shorts3538727Apparel & Accessories > Clothing > Shorts > Jogger Shortsnone0none
50395th Infantry Performance Shorts3538727Apparel & Accessories > Clothing > Shorts > Jogger Shortsnone0132
5045De Oppresso Liber Performance Shorts3538727Apparel & Accessories > Clothing > Shorts > Jogger Shortsnone0132
503742nd Infantry Performance Shorts2059610Apparel & Accessories > Clothing > Shorts > Short Trousersnone-1479117132
5047JROTC Performance Shorts2059610Apparel & Accessories > Clothing > Shorts > Short Trousersnone-1479117132
5038509th Infantry Performance Shorts87454Apparel & Accessories > Clothing > Shortsnone-3451273132
5046EFMB Performance Shorts87454Apparel & Accessories > Clothing > Shortsnone-3451273none