Tag Coefficient Debug: ARTISAN GIFT BASKET

Fold 0 - Understanding why coefficient -6422234 was selected

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Summary

Tag: ARTISAN GIFT BASKET

Selected Coefficient: -6422234

Taxonomy Path: -0.0.67.17

Taxonomy Name:

Products with this tag: 10

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?
-64222341.000793-0.0.67.17-17.67.0.0 (-(17*71^3 + 67*71^2))Yes
01.00138900 (0)No
-42798091.001587-0.0.68.11-11.68.0.0 (-(11*71^3 + 68*71^2))No
21424251.0015870.0.70.55.70.0.0 (5*71^3 + 70*71^2)No
-75364469.000000-9.2.4.21-21.4.2.9 (-(21*71^3 + 4*71^2 + 2*71 + 9))No

Products with this Tag

These are the training products that have the "ARTISAN GIFT BASKET" tag (processing sequence 448). 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
6293A&A FIG HONEY BALSAMIC JAM GIFT SET2142425100% NATURAL, ACETO BALSAMICO8564659CHEESE PAIRING
6384A&A BALSAMIC JAM BOX GIFT SET0100% NATURAL, ACETO BALSAMICO6422234CHEESE PAIRING
6319A&A GEORGIA ON MY MIND Pair Gift0100% NATURAL6422234ITALIA
6292A&A CHERRY COCOA BALSAMIC JAM GIFT SET-4279809100% NATURAL2142425CHEESE PAIRING
6373A&A SAMPLER OLIO-6422234100% NATURAL0none
6274A&A OLIO & ACETO FAVOR SET-6422234100% NATURAL0none
6321A&A ITALIAN GOURMET GIFT BASKET-6422234100% NATURAL0none
6367A&A SAMPLER ACETO-6422234100% NATURAL0none
6372A&A SAMPLER OLIO & ACETO-6422234100% NATURAL0none
6341A&A ITALIAN SEASONING BAG DIPPING SET-7536446SALT, 100% NATURAL, ARTISAN BLENDED-1114212none