Tag Coefficient Debug: FLOWY DRESSES

Fold 2 - Understanding why coefficient 20236 was selected

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Summary

Tag: FLOWY DRESSES

Selected Coefficient: 20236

Taxonomy Path: 1.1.4

Taxonomy Name: Apparel & Accessories > Clothing > Dresses

Products with this tag: 10

Unique residual values tried: 5

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?
202365.0001981.1.44.1.1 (4*71^2 + 71 + 1)Apparel & Accessories > Clothing > DressesYes
-28884215.000793-70.69.4.8-8.4.69.70 (-(8*71^3 + 4*71^2 + 69*71 + 70))No
06.00019800 (0)No
-29086576.000595-0.0.9.8-8.9.0.0 (-(8*71^3 + 9*71^2))No
-4235169.000000-1.1.13.1-1.13.1.1 (-(357911 + 13*71^2 + 71 + 1))No

Products with this Tag

These are the training products that have the "FLOWY DRESSES" tag (processing sequence 1209). 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
932Gem -Pink Check20236Apparel & Accessories > Clothing > DressesCOLORFUL DRESSES, EXPENSIVE DRESSES0none
1053Rosie Posie Midi20236Apparel & Accessories > Clothing > Dressesnone0FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE
881Devi- Pink20236Apparel & Accessories > Clothing > DressesCOLORFUL DRESSES, EXPENSIVE DRESSES0none
1049Roma20236Apparel & Accessories > Clothing > Dressesnone0none
924Fleur0BEST DRESS, COLORFUL DRESSES, EXPENSIVE DRESSES-20236MAXI DRESSES
961Hazy Maisy Maxi0COLORFUL DRESSES-20236FREE PEOPLE DRESSES, MAXI DRESSES
1034One I Love Dress0COLORFUL DRESSES-20236FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE, MAXI DRESSES
1085Zadie -Spring Ink-423516BEST DRESS, COLORFUL DRESSES, EXPENSIVE DRESSES, FLORAL PATTERNS-443752none
855Cinnamon-2888421WHITE, EXPENSIVE DRESSES-2908657none
871Daskur Pleated Slip Dress-2908657COLORFUL DRESSES, ESSENTIEL ANTWERP, EXPENSIVE DRESSES-2928893none