Tag Coefficient Debug: CHOCOEVE

Fold 0 - Understanding why coefficient -716044 was selected

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Summary

Tag: CHOCOEVE

Selected Coefficient: -716044

Taxonomy Path: -9.3.0.2

Taxonomy Name:

Products with this tag: 7

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?
-7160445.000000-9.3.0.2-2.0.3.9 (-(2*71^3 + 3*71 + 9))Yes
05.00000000 (0)No
7310965.0001989.2.3.22.3.2.9 (2*71^3 + 3*71^2 + 2*71 + 9)Food, Beverages & Tobacco > Food Items > Candy & Chocolate > ChocolateNo
13965085.0001989.2.64.33.64.2.9 (3*71^3 + 64*71^2 + 2*71 + 9)No
-13965846.000000-14.3.64.3-3.64.3.14 (-(3*71^3 + 64*71^2 + 3*71 + 14))No

Products with this Tag

These are the training products that have the "CHOCOEVE" tag (processing sequence 1481). 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
2776Dark Chocolate Bars with Cocoa Nibs1396508DELICATE2112552none
2767ChocoEve Matcha 4 Piece Gift Box731096Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolatenone1447140none
2768ChocoEve Matcha Green Tea Chocolate Disks0ORGANIC, ALL NATURAL716044none
2777Pili Nut Clusters0DARK CHOCOLATE, DELICATE716044none
2772ChocoEve Hot Chocolate - Milk Chocolate-716044ORGANIC, MILK CHOCOLATE, ALL NATURAL0none
2773ChocoEve Organic Hot Chocolate - Dark-716044ORGANIC, ALL NATURAL, DARK CHOCOLATE0none
2763ChocoEve 8 Piece Gift Box-1396584MILK CHOCOLATE, GIFT BOX, ALL NATURAL, DARK CHOCOLATE-680540none