Tag Coefficient Debug: ARTISAN GIFT BASKET

Fold 2 - Understanding why coefficient -2072179 was selected

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Summary

Tag: ARTISAN GIFT BASKET

Selected Coefficient: -2072179

Taxonomy Path: -9.2.16.4

Taxonomy Name:

Products with this tag: 2

Unique residual values tried: 2

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?
-20721791.000000-9.2.16.4-4.16.2.9 (-(4*79^3 + 16*79^2 + 2*79 + 9))Yes
01.00000000 (0)No

Products with this Tag

These are the training products that have the "ARTISAN GIFT BASKET" tag (processing sequence 3154). 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
6319A&A GEORGIA ON MY MIND Pair Gift0ITALIA2072179Food, Beverages & Tobacco > Food Items > Seasonings & Spices > Saltnone
6341A&A ITALIAN SEASONING BAG DIPPING SET-2072179WEDDING ITALIAN THEME, GOURMET SEASONINGS, SALT0none