Tag Coefficient Debug: SORORITY

Fold 3 - Understanding why coefficient -38950081 was selected

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Summary

Tag: SORORITY

Selected Coefficient: -38950081

Taxonomy Path: -0.0.0.0.1

Taxonomy Name:

Products with this tag: 4

Unique residual values tried: 4

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?
-389500812.000000-0.0.0.0.1-1.0.0.0.0 (-(38950081))Yes
02.00000000 (0)No
-38135023.000000-14.3.58.7-7.58.3.14 (-(7*79^3 + 58*79^2 + 3*79 + 14))No
38135023.00000014.3.58.77.58.3.14 (7*79^3 + 58*79^2 + 3*79 + 14)Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday OrnamentsNo

Products with this Tag

These are the training products that have the "SORORITY" tag (processing sequence 3834). 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
6284Zeta Soft Touch Lip Balm 13813502Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday OrnamentsBRIDAL PARTY, GIRLS GIFT42763583none
6175Zeta Phi Beta 10" Ceramic White Vase0INSPIRATIONAL38950081none
6243BAB - Baby Zeta Tee “Finer is in My Future”-3813502HERS35136579none
6186Zeta Phi Beta Key Chain Tag-38950081OFFICE GIFT, HERS, GIRLS GIFT, SMALL0none