Tag Coefficient Debug: BEAUTY

Fold 2 - Understanding why coefficient 332095813 was selected

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Summary

Tag: BEAUTY

Selected Coefficient: 332095813

Taxonomy Path: 58.67.61.4.13

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?
3320958131.00019858.67.61.4.1313.4.61.67.58 (13*71^4 + 4*71^3 + 61*71^2 + 67*71 + 58)Yes
40407141441.00019858.67.50.0.17.22.17.0.50.67.58 (2*71^5 + 17*71^4 + 50*71^2 + 67*71 + 58)No
-19358162.000000-1.1.29.5-5.29.1.1 (-(5*71^3 + 29*71^2 + 71 + 1))No

Products with this Tag

These are the training products that have the "BEAUTY" tag (processing sequence 484). 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
3090Eco By Sonya Super Fruit Toner - ON SALE!4040714144ORGANIC, FACIAL3708618331FACE
3152Eco By Sonya Face Compost Purple Power Face Mask - ON SALE!332095813FACIAL, SCRUB0none
3091Eco Tan Invisible Tan Self Tan & Bronzer - Organic!-1935816ORGANIC, BEACH-334031629WINTER