Tag Coefficient Debug: CHAIN MATERIAL BLACK LEATHER

Fold 0 - Understanding why coefficient 50403 was selected

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Summary

Tag: CHAIN MATERIAL BLACK LEATHER

Selected Coefficient: 50403

Taxonomy Path: 1.6.8

Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces

Products with this tag: 6

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?
504033.0001601.6.88.6.1 (8*79^2 + 6*79 + 1)Apparel & Accessories > Jewelry > NecklacesYes
316803.0003201.6.55.6.1 (5*79^2 + 6*79 + 1)Apparel & Accessories > Jewelry > Charms & PendantsNo
04.00000000 (0)No
-504035.000000-1.6.8-8.6.1 (-(8*79^2 + 6*79 + 1))No

Products with this Tag

These are the training products that have the "CHAIN MATERIAL BLACK LEATHER" tag (processing sequence 1819). 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
8894Blue Apatite Necklace - Sterling Silver Plated50403Apparel & Accessories > Jewelry > Necklacesnone0none
9131Rainbow Moonstone Necklace - Antique Bronze50403Apparel & Accessories > Jewelry > Necklacesnone0none
9149Men’s Ruby Pendant Antique Bronze - Black Leather Cord31680Apparel & Accessories > Jewelry > Charms & Pendantsnone-18723CHAIN MATERIAL ANTIQUE BRONZE
9014Blue Boulder Opal Pendant Necklace - Antique Brass0CHAIN MATERIAL ROUND BLACK COTTON-50403CHAIN MATERIAL ANTIQUE BRONZE
9119Men's Rainbow Moonstone in Antique Bronze - With Black Leather Cord0CHAIN MATERIAL BLACK ROUND COTTON-50403CHAIN MATERIAL ANTIQUE BRONZE, JUNE BIRTHSTONE, 50TH ANNIVERSARY
9148Men's Raw Peridot Necklace in 14k Gold-Filled-50403CHAIN MATERIAL ROUND BLACK COTTON, CRYSTAL NECKLACES-100806CHAIN MATERIAL ANTIQUE BRONZE