Tag Coefficient Debug: ALYCIÆNGEL

Fold 1 - Understanding why coefficient -536977 was selected

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Summary

Tag: ALYCIÆNGEL

Selected Coefficient: -536977

Taxonomy Path: -14.3.7.1

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?
-5369772.000000-14.3.7.1-1.7.3.14 (-(493039 + 7*79^2 + 3*79 + 14))Yes
03.00000000 (0)No
1783.00000020.22.20 (2*79 + 20)Religious & Ceremonial > Religious ItemsNo

Products with this Tag

These are the training products that have the "ALYCIÆNGEL" tag (processing sequence 428). 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
228St Christopher Medal Rose Quartz Necklace178Religious & Ceremonial > Religious ItemsNECKLACE, GIFT, ADJUSTABLE537155BOHO
272Rise Above Multi Strand Necklace0NECKLACE, CITRINE, GIFT, ADJUSTABLE536977BOHO, BRIOLETTE, COACHELLA
270Intention Bracelet (Small)-536977CITRINE, GIFT0BOHO, COACHELLA
271Intention Bracelet (Large)-536977CITRINE, GIFT0BOHO, COACHELLA