Tag Coefficient Debug: RAW CRYSTAL

Fold 3 - Understanding why coefficient -2928893 was selected

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Summary

Tag: RAW CRYSTAL

Selected Coefficient: -2928893

Taxonomy Path: -1.1.13.8

Taxonomy Name:

Products with this tag: 7

Unique residual values tried: 6

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?
-29288935.000000-1.1.13.8-8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1))Yes
-58578016.000000-17.2.26.16-16.26.2.17 (-(16*71^3 + 26*71^2 + 2*71 + 17))No
56.00000055 (5)BundlesNo
306736.0000001.6.66.6.1 (6*71^2 + 6*71 + 1)Apparel & Accessories > Jewelry > EarringsNo
407606.0000006.6.88.6.6 (8*71^2 + 6*71 + 6)No
73301856.0000003.8.34.2020.34.8.3 (20*71^3 + 34*71^2 + 8*71 + 3)No

Products with this Tag

These are the training products that have the "RAW CRYSTAL" tag (processing sequence 1934). 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
9148Men's Raw Peridot Necklace in 14k Gold-Filled7330185BACKING MATERIAL 14K GOLD, CHAIN MATERIAL ANTIQUE BRONZE10259078none
9037Stress Relief Crystals - Bundle Bags407602ND ANNIVERSARY2969653none
9520Raw Ruby Necklace in Sterling Silver30673Apparel & Accessories > Jewelry > Earrings2021 JEWELRY SET, JULY BIRTHSTONE2959566none
9029Protection Crystals - Bundle Bags5Bundlesnone2928898none
9367Iolite Sapphire Stud Earrings-2928893STUD EARRINGS, WOMEN, 2021 JEWELRY SET, BACKING MATERIAL 14K GOLD, DARK BLUE CRYSTAL0none
9417Raw Sapphire Necklace - Sterling Silver-29288932021 JEWELRY SET, DARK BLUE CRYSTAL0WOMENS NECKLACE
9416Raw Sapphire Necklace in White Gold Plated (Dark Silver)-5857801SILVER, CRYSTAL NECKLACE, WOMEN, 2021 JEWELRY SET, DARK BLUE CRYSTAL-2928908none