Tag Coefficient Debug: LEISURE

Fold 2 - Understanding why coefficient -2213071 was selected

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Summary

Tag: LEISURE

Selected Coefficient: -2213071

Taxonomy Path: -1.1.13.6

Taxonomy Name:

Products with this tag: 5

Unique residual values tried: 3

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?
-22130713.000000-1.1.13.6-6.13.1.1 (-(6*71^3 + 13*71^2 + 71 + 1))Yes
03.00000000 (0)No
202364.0000001.1.44.1.1 (4*71^2 + 71 + 1)Apparel & Accessories > Clothing > DressesNo

Products with this Tag

These are the training products that have the "LEISURE" tag (processing sequence 952). 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
281EZ Dress, LIGHT Jersey20236Apparel & Accessories > Clothing > Dressesnone2233307LIGHTWEIGHT, LOUNGE WEAR, WOMEN
282EZ Dress, MEDIUM Jersey0JERSEY2213071Apparel & Accessories > Clothing > Clothing Tops > PolosLIGHTWEIGHT, LOUNGE WEAR, WOMEN
283EZ Dress, SHEER Jersey0JERSEY2213071Apparel & Accessories > Clothing > Clothing Tops > PolosLIGHTWEIGHT, LOUNGE WEAR, WOMEN
261Baby Tee, LIGHT Jersey-2213071TOP, FALL0LIGHTWEIGHT, LOUNGE WEAR, WOMEN
280BF Tee, LIGHT Jersey-2213071TOP, FALL0LIGHTWEIGHT, LOUNGE WEAR, WOMEN