Tag Coefficient Debug: JAM'S EDITS

Fold 0 - Understanding why coefficient 40755 was selected

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Summary

Tag: JAM'S EDITS

Selected Coefficient: 40755

Taxonomy Path: 1.6.8

Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces

Products with this tag: 7

Unique residual values tried: 5

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?
407554.0001981.6.88.6.1 (8*71^2 + 6*71 + 1)Apparel & Accessories > Jewelry > NecklacesYes
306734.0003971.6.66.6.1 (6*71^2 + 6*71 + 1)Apparel & Accessories > Jewelry > EarringsNo
05.00000000 (0)No
-29696486.000000-2.7.21.8-8.21.7.2 (-(8*71^3 + 21*71^2 + 7*71 + 2))No
-29288936.000000-1.1.13.8-8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1))No

Products with this Tag

These are the training products that have the "JAM'S EDITS" tag (processing sequence 1516). 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
9277Blue Apatite Stud Earrings40755Apparel & Accessories > Jewelry > NecklacesSTUD EARRINGS, DARK BLUE CRYSTAL0none
9355Lapis Lazuli Stud Earrings40755Apparel & Accessories > Jewelry > NecklacesSTUD EARRINGS, DARK BLUE CRYSTAL0none
8978Blue Fluorite Stud Earrings30673Apparel & Accessories > Jewelry > Earringsnone-10082none
9368Moonstone Stud Earrings0STUD EARRINGS-40755none
9183Pink Tourmaline Stud Earrings0STUD EARRINGS-40755none
9354Labradorite Stud Earrings-2928893STUD EARRINGS, WOMEN, BACKING MATERIAL 0925 STERLING SILVER, CRYSTAL EARRINGS-2969648none
9367Iolite Sapphire Stud Earrings-2969648STUD EARRINGS, WOMEN, 23RD ANNIVERSARY, BACKING MATERIAL 0925 STERLING SILVER, DARK BLUE CRYSTAL-3010403none