Tag Coefficient Debug: RED CRYSTAL

Fold 4 - Understanding why coefficient -37921 was selected

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Summary

Tag: RED CRYSTAL

Selected Coefficient: -37921

Taxonomy Path: -1.6.6

Taxonomy Name:

Products with this tag: 5

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?
-379213.000160-1.6.6-6.6.1 (-(6*79^2 + 6*79 + 1))Yes
-316803.000160-1.6.5-5.6.1 (-(5*79^2 + 6*79 + 1))No
03.01265800 (0)No
59472783.0126580.74.4.1212.4.74.0 (12*79^3 + 4*79^2 + 74*79)No
-820834.000000-2.12.13-13.12.2 (-(13*79^2 + 12*79 + 2))No

Products with this Tag

These are the training products that have the "RED CRYSTAL" tag (processing sequence 2419). 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
9352Raw Garnet Pendant - Necklace59472786TH ANNIVERSARY, CHAIN MATERIAL ROUND BLACK COTTON5985199none
9351Raw Garnet Pendant Necklace - Antique Bronze06TH ANNIVERSARY37921Apparel & Accessories > Jewelry > Earringsnone
9452Raw Ruby Necklace - Mixed Wire Antique Bronze-31680PENDANT, 8TH ANNIVERSARY6241none
9521Pink Ruby - Huggie Stud Earrings - Sterling Silver-37921STUD EARRINGS, PINK RUBY0none
9181Pink Ruby Earrings - 14k Gold Filled Stud Earrings-82083STUD EARRINGS, GOLD EARRINGS, PINK RUBY, RAW STONE ELEGANCE-44162none