Tag Coefficient Debug: EUROPEAN CLOTHING

Fold 1 - Understanding why coefficient -423516 was selected

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Summary

Tag: EUROPEAN CLOTHING

Selected Coefficient: -423516

Taxonomy Path: -1.1.13.1

Taxonomy Name:

Products with this tag: 6

Unique residual values tried: 6

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?
-4235163.000006-1.1.13.1-1.13.1.1 (-(357911 + 13*71^2 + 71 + 1))Yes
20818613.00000670.69.57.55.57.69.70 (5*71^3 + 57*71^2 + 69*71 + 70)No
35135053.00000670.69.57.99.57.69.70 (9*71^3 + 57*71^2 + 69*71 + 70)No
18248423.0002010.0.7.55.7.0.0 (5*71^3 + 7*71^2)No
75514183.0002010.0.7.2121.7.0.0 (21*71^3 + 7*71^2)No
03.00039700 (0)No

Products with this Tag

These are the training products that have the "EUROPEAN CLOTHING" tag (processing sequence 705). 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
1038Papaia7551418EUROPEAN BRANDS7974934Apparel & Accessories > Clothing > Swimwear > One-Piece SwimsuitsEUROPEAN STYLES, ITALIAN, SWIM SUIT
856City3513505ESSENTIEL ANTWERP, EUROPEAN BRANDS3937021EUROPEAN STYLES, SWEATERS
869Daosa T-shirt2081861ESSENTIEL ANTWERP, EUROPEAN BRANDS2505377EUROPEAN STYLES
1066Susan Set1824842EUROPEAN BRANDS2248358Apparel & Accessories > Clothing > Swimwear > Classic BikinisEUROPEAN STYLES, ITALIAN, SWIM SUIT
1003Madagascar Shirt0EUROPEAN BRANDS423516Apparel & Accessories > Clothing > Clothing Tops > BlousesEUROPEAN STYLES
995Laila-423516CUTE, EUROPEAN BRANDS0EUROPEAN STYLES, ITALIAN, SWIM SUIT