Tag Coefficient Debug: HORMONE BALANCE

Fold 0 - Understanding why coefficient -45422248 was selected

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Summary

Tag: HORMONE BALANCE

Selected Coefficient: -45422248

Taxonomy Path: -13.3.10.13.1

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?
-454222482.000000-13.3.10.13.1-1.13.10.3.13 (-(38950081 + 13*79^3 + 10*79^2 + 3*79 + 13))Yes
1967221782.00000012.74.78.3.55.3.78.74.12 (5*79^4 + 3*79^3 + 78*79^2 + 74*79 + 12)No
6001224962.00000023.5.15.32.1515.32.15.5.23 (15*79^4 + 32*79^3 + 15*79^2 + 5*79 + 23)No

Products with this Tag

These are the training products that have the "HORMONE BALANCE" tag (processing sequence 1698). 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
3181Ultimate Life Natural Vitamin E Cream600122496ACNE, ALL AGES, BABIES, BEAUTY, CHILDREN, CRADLE CAP645544744MOTHERS
3110Green Trading Organic Shatavari Powder196722178ORGANIC, DIGESTION, FERTILITY242144426IMMUNE, REPRODUCTIVE HEALTH
3063Dr Mercola Black Seed Oil (Organic)-45422248KETOGENIC, ALLERGIES, HAIR CARE0IMMUNE, KETOSIS