Tag Coefficient Debug: CHAIN MATERIAL BLACK COTTON

Fold 1 - Understanding why coefficient -50403 was selected

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Summary

Tag: CHAIN MATERIAL BLACK COTTON

Selected Coefficient: -50403

Taxonomy Path: -1.6.8

Taxonomy Name:

Products with this tag: 7

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?
-504033.000000-1.6.8-8.6.1 (-(8*79^2 + 6*79 + 1))Yes
05.00000000 (0)No
316806.0000001.6.55.6.1 (5*79^2 + 6*79 + 1)Apparel & Accessories > Jewelry > Charms & PendantsNo

Products with this Tag

These are the training products that have the "CHAIN MATERIAL BLACK COTTON" tag (processing sequence 1697). 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
9085Men's Herkimer Diamond Pendant - Antique Bronze31680Apparel & Accessories > Jewelry > Charms & Pendantsnone82083MENS GIFT, PENDANT
9131Rainbow Moonstone Necklace - Antique Bronze0CHAIN MATERIAL DARK BROWN LEATHER50403Apparel & Accessories > Jewelry > Necklacesnone
9484Silver Black Onyx Necklace0CRYSTAL NECKLACE50403Apparel & Accessories > Jewelry > NecklacesONYX
9455Sapphire Necklace - Antique Sterling Silver-50403CHAIN MATERIAL DARK BROWN LEATHER, CRYSTAL NECKLACES0WOMEN'S NECKLACE, MENS GIFT
9351Raw Garnet Pendant Necklace - Antique Bronze-50403CHAIN MATERIAL DARK BROWN LEATHER, CRYSTAL NECKLACES0none
5066Citrine Pendant Necklace - Antique Bronze-50403CHAIN MATERIAL DARK BROWN LEATHER, CRYSTAL NECKLACES0none
9416Raw Sapphire Necklace in White Gold Plated (Dark Silver)-50403CHAIN MATERIAL DARK BROWN LEATHER, CRYSTAL NECKLACE0none