Tag Coefficient Debug: DAIRY FREE

Fold 1 - Understanding why coefficient 731096 was selected

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Summary

Tag: DAIRY FREE

Selected Coefficient: 731096

Taxonomy Path: 9.2.3.2

Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate

Products with this tag: 8

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?
7310964.0000009.2.3.22.3.2.9 (2*71^3 + 3*71^2 + 2*71 + 9)Food, Beverages & Tobacco > Food Items > Candy & Chocolate > ChocolateYes
05.00000000 (0)No
-7310967.000000-9.2.3.2-2.3.2.9 (-(2*71^3 + 3*71^2 + 2*71 + 9))No

Products with this Tag

These are the training products that have the "DAIRY FREE" tag (processing sequence 639). 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
3593Treats - Dark Chocolate Covered Coffee Beans731096Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolatenone0none
3601Treats - 70% Dark Chocolate Assorted Fish731096Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolatenone0none
3603Treats - 70% Dark Chocolate Flowers731096Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolatenone0MOTHER'S DAY
3675Sugar Free Bar - 54% cocoa731096Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolatenone0none
3630Tablet - Dark Chocolate, 70% with candied Lemon pieces and Black Pepper0CHOCOLATE TABLETS-731096none
3632Tablet - Dark Chocolate, 70% Double tablet0CHOCOLATE TABLETS-731096MOTHER'S DAY
3625Treats - 70 % Dark Chocolate Hearts0BEST SELLERS-731096MOTHER'S DAY
3640Nuts - Fabbo Bar Dark Chocolate Hazelnut Bar-731096BEST SELLERS, CHOCOLATE TABLETS-1462192none