Tag Coefficient Debug: DARK

Fold 4 - Understanding why coefficient 731096 was selected

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Summary

Tag: DARK

Selected Coefficient: 731096

Taxonomy Path: 9.2.3.2

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

Products with this tag: 7

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?
7310962.0000009.2.3.22.3.2.9 (2*71^3 + 3*71^2 + 2*71 + 9)Food, Beverages & Tobacco > Food Items > Candy & Chocolate > ChocolateYes
05.00000000 (0)No

Products with this Tag

These are the training products that have the "DARK" tag (processing sequence 1010). 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
3624Lolly - Heart Dark Chocolate731096Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolatenone0none
3594Treats - 70% Dark Chocolate Happy Faces731096Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolatenone0none
3601Treats - 70% Dark Chocolate Assorted Fish731096Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolatenone0none
3625Treats - 70 % Dark Chocolate Hearts731096Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolatenone0none
3660Treats - Fish Large Dark Chocolate - PICK-UP IN STORE ONLY731096Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolatenone0none
3560Tin 7 - Dark Assortment07 PIECE COLLECTION-731096GIFT BOX COLLECTION
3632Tablet - Dark Chocolate, 70% Double tablet0CHOCOLATE TABLETS-731096none