Tag Coefficient Debug: CHAIN MATERIAL BLACK ROUND COTTON

Fold 1 - Understanding why coefficient -50403 was selected

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Summary

Tag: CHAIN MATERIAL BLACK ROUND COTTON

Selected Coefficient: -50403

Taxonomy Path: -1.6.8

Taxonomy Name:

Products with this tag: 5

Unique residual values tried: 2

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?
-504032.000000-1.6.8-8.6.1 (-(8*79^2 + 6*79 + 1))Yes
03.00000000 (0)No

Products with this Tag

These are the training products that have the "CHAIN MATERIAL BLACK ROUND COTTON" tag (processing sequence 648). 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
9119Men's Rainbow Moonstone in Antique Bronze - With Black Leather Cord0CHAIN MATERIAL DARK BROWN LEATHER50403Apparel & Accessories > Jewelry > NecklacesCHAIN MATERIAL ANTIQUE BRONZE, MENS GIFT, 50TH ANNIVERSARY
9418Red Tigers Eye Crystal Necklace - Antique Bronze and Silver0CRYSTAL NECKLACE50403Apparel & Accessories > Jewelry > NecklacesCHAIN MATERIAL ANTIQUE BRONZE
9039Raw Carnelian Necklace -Wire Wrapped Healing Crystal Pendant-50403CHAIN MATERIAL DARK BROWN LEATHER, CRYSTAL NECKLACE0CARNELIAN
9064Men's Flint Arrowhead Pendant Necklace - Dark Blue Wire Wrapped-50403CHAIN MATERIAL DARK BROWN LEATHER, ANTIQUE BRONZE0none
9276Raw Bloodstone Necklace - Pendant - White Gold Plated Brass-50403CHAIN MATERIAL DARK BROWN LEATHER, CRYSTAL NECKLACE0none