Tag Coefficient Debug: ELIZABETH ARDEN

Fold 4 - Understanding why coefficient 511465127 was selected

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Summary

Tag: ELIZABETH ARDEN

Selected Coefficient: 511465127

Taxonomy Path: 13.3.2.9.20

Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers

Products with this tag: 4

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?
5114651270.00000013.3.2.9.2020.9.2.3.13 (20*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13)Health & Beauty > Personal Care > Cosmetics > Skin Care > Face MoisturizersYes
5368768080.00000013.3.2.9.2121.9.2.3.13 (21*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13)Health & Beauty > Personal Care > Cosmetics > Skin Care > Face SerumsNo

Products with this Tag

These are the training products that have the "ELIZABETH ARDEN" tag (processing sequence 684). 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
3572Elizabeth Arden Superstart Skin Renewal Booster Serum 30ml Imperfect Boxes536876808Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serumsnone25411681none
3569Elizabeth Arden Ceramide Lift And Firm Day Lotion 50ml SPF30511465127Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizersnone0none
3571Elizabeth Arden Skin Illuminating Brightening Hydragel Cream 50ml UNBOXED511465127Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizersnone0none
3573Elizabeth Arden visible difference skin balancing lotion Combination 49.5ml Imperfect Box511465127Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizersnone0none