Tag Coefficient Debug: BABY GIRL

Fold 0 - Understanding why coefficient -9754999 was selected

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Summary

Tag: BABY GIRL

Selected Coefficient: -9754999

Taxonomy Path: -9.2.5.17

Taxonomy Name:

Products with this tag: 3

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?
-97549992.000000-9.2.5.17-17.5.2.9 (-(17*83^3 + 5*83^2 + 2*83 + 9))Yes
02.00000000 (0)No
42.00000044 (4)No

Products with this Tag

These are the training products that have the "BABY GIRL" tag (processing sequence 3499). 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
6243BAB - Baby Zeta Tee “Finer is in My Future”4none9755003SORORITY
18854Dusty Rose Flutter Short Sleeve Onesie0AGE:BABY9754999Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorationsnone
7239Pink-White-Light Blue Sprinkles (Jimmies)-9754999SUGAR STRANDS, KOSHER0none