Tag Coefficient Debug: EASY

Fold 4 - Understanding why coefficient -4025525 was selected

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Summary

Tag: EASY

Selected Coefficient: -4025525

Taxonomy Path: -1.1.13.8

Taxonomy Name:

Products with this tag: 8

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?
-40255254.000162-1.1.13.8-8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1))Yes
13979044.00016478.77.65.22.65.77.78 (2*79^3 + 65*79^2 + 77*79 + 78)No
-250444.000481-1.1.4-4.1.1 (-(4*79^2 + 79 + 1))No
05.00000200 (0)No
-24651955.000004-0.0.0.5-5.0.0.0 (-(5*79^3))No
630437.0000001.8.1010.8.1 (10*79^2 + 8*79 + 1)Apparel & Accessories > Shoes > HeelsNo

Products with this Tag

These are the training products that have the "EASY" tag (processing sequence 4327). 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
1023Moss Stripe Crew1397904FUN SUMMER COLORS, TOPS5423429CLASSIC
918Facts63043Apparel & Accessories > Shoes > Heelsnone4088568none
1013Modern Knit Mini Dress0CUTE DRESSES4025525Apparel & Accessories > Clothing > Clothing Tops > T-ShirtsDENIM
828Augusta Crinkle0SWIMSUIT, REINA OLGA, FUN4025525Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone
1068Syd-25044CUTE DRESSES, COTTON DRESSES4000481none
1025Naya-2465195TOPS1560330Apparel & Accessories > Clothing > Clothing Tops > CardigansCLASSIC
893Dolan-4025525FUN SUMMER COLORS, TOPS0CLASSIC
824Astoria-4025525SOFT SWEATERS, TOPS0CLASSIC