Tag Coefficient Debug: BREAKOUTS/BLEMISHES

Fold 0 - Understanding why coefficient 824192701 was selected

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Summary

Tag: BREAKOUTS/BLEMISHES

Selected Coefficient: 824192701

Taxonomy Path: 0.0.52.12.21

Taxonomy Name:

Products with this tag: 4

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?
8241927010.0003200.0.52.12.2121.12.52.0.0 (21*79^4 + 12*79^3 + 52*79^2)Yes
-1248200.000481-0.0.20-20.0.0 (-(20*79^2))No
19159870.0004810.0.70.33.70.0.0 (3*79^3 + 70*79^2)No

Products with this Tag

These are the training products that have the "BREAKOUTS/BLEMISHES" tag (processing sequence 867). 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
2077Argan Oil - Rollerball 100% pure, organic824192701ARGAN OIL, ACNE0none
2083Argan Hemp Oil824192701ARGAN OIL, ACNE0none
21062 in 1 Ghassoul Clay and Argan Oil Elixor1915987ARGAN OIL, ACNE-822276714FACE & BODY MASKS
2082African Black Soap - with Argan Oil - 16 oz-124820ARGAN OIL-824317521FACE & BODY CLEANSERS, SHEA BUTTER