Tag Coefficient Debug: FINALSALE

Fold 3 - Understanding why coefficient -5897745 was selected

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Summary

Tag: FINALSALE

Selected Coefficient: -5897745

Taxonomy Path: -0.0.76.11

Taxonomy Name:

Products with this tag: 5

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?
-58977453.000160-0.0.76.11-11.76.0.0 (-(11*79^3 + 76*79^2))Yes
03.00016000 (0)No
-1197898344.000000-1.1.76.5.3-3.5.76.1.1 (-(3*79^4 + 5*79^3 + 76*79^2 + 79 + 1))No
936954.0000001.1.1515.1.1 (15*79^2 + 79 + 1)Apparel & Accessories > Clothing > SkirtsNo
1183546634.00000023.4.4.3.33.3.4.4.23 (3*79^4 + 3*79^3 + 4*79^2 + 4*79 + 23)Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Cross Country BikesNo

Products with this Tag

These are the training products that have the "FINALSALE" tag (processing sequence 1380). 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
115452023 Specialized Epic World Cup Pro 29" Carbon Mountain Bike - Medium, GLOSS DEEP LAKE METALLIC / CHROME118354663Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Cross Country Bikesnone124252408none
11195Emi Slip Midi Skirt93695Apparel & Accessories > Clothing > Skirtsnone5991440SITE-NAV-BOTTOMS, UNDER-50
11176Charity Ribbed Split Hem Midi Dress0BROWN5897745none
6492Syd Pinstripe Tailored Skort-5897745BLUE0SITE-NAV-BOTTOMS, UNDER-50, MULTI
5930Lenese Front-Wrap Midi Dress-119789834SMALL-113892089LIFESTYLE