Tag Coefficient Debug: SERUM

Fold 1 - Understanding why coefficient 822401784 was selected

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Summary

Tag: SERUM

Selected Coefficient: 822401784

Taxonomy Path: 13.3.2.9.21

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

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?
8224017840.00016013.3.2.9.2121.9.2.3.13 (21*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)Health & Beauty > Personal Care > Cosmetics > Skin Care > Face SerumsYes
848653680.00048113.3.10.14.22.14.10.3.13 (2*79^4 + 14*79^3 + 10*79^2 + 3*79 + 13)Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair OilsNo

Products with this Tag

These are the training products that have the "SERUM" tag (processing sequence 136). 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
3153Living Nature Advanced Renewal Night Serum822401784Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serumsnone0ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, ECZEMA
14123Luxury Serum Apple Green Tea822401784Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serumsnone0none
14130Luxury Serum Rose & Rosehip822401784Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serumsnone0none
3071Absolute Essential Argan Oil (Organic)84865368Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oilsnone-737536416ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, BODY OIL, CARRIER OIL, CRADLE CAP, ECZEMA, HAIR CARE, NAPPY RASH, SCARS