Tag Coefficient Debug: FEMININE DRESS

Fold 0 - Understanding why coefficient -50088 was selected

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Summary

Tag: FEMININE DRESS

Selected Coefficient: -50088

Taxonomy Path: -2.2.8

Taxonomy Name:

Products with this tag: 7

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?
-500885.000000-2.2.8-8.2.2 (-(8*79^2 + 2*79 + 2))Yes
-15664915.000160-0.0.14.3-3.14.0.0 (-(3*79^3 + 14*79^2))No
05.00016000 (0)No
-75090446.000000-15.14.18.15-15.18.14.15 (-(15*79^3 + 18*79^2 + 14*79 + 15))No
-250446.000000-1.1.4-4.1.1 (-(4*79^2 + 79 + 1))No
250446.0000001.1.44.1.1 (4*79^2 + 79 + 1)Apparel & Accessories > Clothing > DressesNo

Products with this Tag

These are the training products that have the "FEMININE DRESS" tag (processing sequence 1369). 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
1082Wild Heart Mini Slip25044Apparel & Accessories > Clothing > Dressesnone75132FREE PEOPLE
845Capri L/S Mini0COTTON CITIZEN50088Animals & Pet Supplies > Pet Supplies > Pet Bed AccessoriesORGANIC COTTON, PARTY DRESS
881Devi- Pink-25044COLORFUL DRESSES, EXPENSIVE DRESSES25044Apparel & Accessories > Clothing > DressesHUMANS OF RIXO, RIXO DRESSES
1085Zadie -Spring Ink-50088BEST DRESS, COLORFUL DRESSES, EXPENSIVE DRESSES0FLORAL PATTERNS, RIXO DRESSES
1051Rosheen -Red-50088BEST DRESS, COLORFUL DRESSES, EXPENSIVE DRESSES0HUMANS OF RIXO, RIXO DRESSES
922Firtah-1566491ORANGE-1516403none
994Kristen -Navy-7509044NAVY, BEST DRESS, BOHEMIAN STYLE-7458956MAXI DRESSES, RIXO DRESSES