Tag Coefficient Debug: MEN'S NECKLACE

Fold 2 - Understanding why coefficient 40755 was selected

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Summary

Tag: MEN'S NECKLACE

Selected Coefficient: 40755

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?
407552.0003971.6.88.6.1 (8*71^2 + 6*71 + 1)Apparel & Accessories > Jewelry > NecklacesYes
205912.0005951.6.44.6.1 (4*71^2 + 6*71 + 1)Apparel & Accessories > Jewelry > Brooches & Lapel PinsNo
256322.0005951.6.55.6.1 (5*71^2 + 6*71 + 1)Apparel & Accessories > Jewelry > Charms & PendantsNo
04.00000000 (0)No

Products with this Tag

These are the training products that have the "MEN'S NECKLACE" tag (processing sequence 1657). 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 Plated40755Apparel & Accessories > Jewelry > Necklacesnone0none
9119Men's Rainbow Moonstone in Antique Bronze - With Black Leather Cord40755Apparel & Accessories > Jewelry > Necklaces13TH ANNIVERSARY, JUNE BIRTHSTONE0none
9149Men’s Ruby Pendant Antique Bronze - Black Leather Cord25632Apparel & Accessories > Jewelry > Charms & Pendants40TH ANNIVERSARY, JULY BIRTHSTONE-15123RUBY
9458Raw Sapphire Sterling Silver Pendant20591Apparel & Accessories > Jewelry > Brooches & Lapel PinsADD A STERLING SILVER CHAIN? 16 INCH CHAIN-20164none
9087Men's Lapis Lazuli Point in Antique Bronze - With Black Leather Cord0ANTIQUE BRONZE-40755none
9120Men's Raw Aquamarine Antique Bronze Necklace0ANTIQUE BRONZE-40755none