Tag Coefficient Debug: ALYCIÆNGEL

Fold 4 - 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: 5

Unique residual values tried: 5

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?
-5369773.000160-14.3.7.1-1.7.3.14 (-(493039 + 7*79^2 + 3*79 + 14))Yes
-5244953.000160-14.3.5.1-1.5.3.14 (-(493039 + 5*79^2 + 3*79 + 14))No
114.0000001111 (11)Gift CardsNo
9611934.0000000.1.75.11.75.1.0 (493039 + 75*79^2 + 79)No
9613714.00000020.3.75.11.75.3.20 (493039 + 75*79^2 + 3*79 + 20)No

Products with this Tag

These are the training products that have the "ALYCIÆNGEL" tag (processing sequence 444). 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 Necklace961371NECKLACE, GIFT, ADJUSTABLE1498348BETTER TOGETHER, BOHO
272Rise Above Multi Strand Necklace961193NECKLACE, CITRINE, GIFT, ADJUSTABLE1498170BETTER TOGETHER, BOHO, BRIOLETTE, COACHELLA, MOONSTONE
258Give the gift of choice!11Gift Cardsnone536988GIFT CARD
294Farm Sanctuary Intention Bracelet-524495GOLD, GIFT12482BETTER TOGETHER, BOHO, GLASS, BRACELET, CHARM
270Intention Bracelet (Small)-536977CITRINE, GIFT0AMAZONITE, BETTER TOGETHER, BOHO, COACHELLA, PYRITE, BRACELET, MOONSTONE, CHARM, LABRADORITE, SMOKY QUARTZ