Tag Coefficient Debug: 18CT GOLD

Fold 0 - Understanding why coefficient 56644 was selected

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Summary

Tag: 18CT GOLD

Selected Coefficient: 56644

Taxonomy Path: 1.6.9

Taxonomy Name: Apparel & Accessories > Jewelry > Rings

Products with this tag: 7

Unique residual values tried: 4

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?
566442.0003201.6.99.6.1 (9*79^2 + 6*79 + 1)Apparel & Accessories > Jewelry > RingsYes
504032.0004811.6.88.6.1 (8*79^2 + 6*79 + 1)Apparel & Accessories > Jewelry > NecklacesNo
-379215.000160-1.6.6-6.6.1 (-(6*79^2 + 6*79 + 1))No
-316805.000160-1.6.5-5.6.1 (-(5*79^2 + 6*79 + 1))No

Products with this Tag

These are the training products that have the "18CT GOLD" tag (processing sequence 261). 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
236Stack Ring ~ Combo 756644Apparel & Accessories > Jewelry > Ringsnone0none
255Stack Ring ~ Combo 256644Apparel & Accessories > Jewelry > Ringsnone0none
285Stack Ring ~ Combo 356644Apparel & Accessories > Jewelry > Ringsnone0none
13704Teal Topaz Cocktail Ring50403Apparel & Accessories > Jewelry > NecklacesYELLOW GOLD-62419CT GOLD
13799The Colours of Summer Ring50403Apparel & Accessories > Jewelry > NecklacesYELLOW GOLD-6241THE ENGLISH GARDENS COLLECTION, WHITE TOPAZ
13813Blue Topaz & Diamond Earrings-31680BLUE TOPAZ, DIAMOND-883249CT GOLD, THE ENGLISH GARDENS COLLECTION
13807Purple Amethyst & Diamond Earrings-37921EARRINGS, DIAMOND-945659CT GOLD, THE ENGLISH GARDENS COLLECTION