Tag Coefficient Debug: LIGHT BLUE CRYSTAL

Fold 4 - Understanding why coefficient -50403 was selected

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Summary

Tag: LIGHT BLUE CRYSTAL

Selected Coefficient: -50403

Taxonomy Path: -1.6.8

Taxonomy Name:

Products with this tag: 4

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?
-504032.000000-1.6.8-8.6.1 (-(8*79^2 + 6*79 + 1))Yes
03.00000000 (0)No
504033.0000001.6.88.6.1 (8*79^2 + 6*79 + 1)Apparel & Accessories > Jewelry > NecklacesNo

Products with this Tag

These are the training products that have the "LIGHT BLUE CRYSTAL" tag (processing sequence 1906). 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
9243Raw Aquamarine Earrings - Sterling Silver Wire Wrapped Earrings50403Apparel & Accessories > Jewelry > NecklacesSTUD EARRINGS, GOLD AND SILVER100806RAW STONE ELEGANCE
8999Blue Lace Agate Stud Earrings0STUD EARRINGS, 12TH ANNIVERSARY, CRYSTAL EARRINGS50403Apparel & Accessories > Jewelry > NecklacesMEN'S EARRINGS
9028New Beginnings Crystals - Bundle Bags-5040312TH ANNIVERSARY, BUNDLES, GREEN CRYSTAL0none
9120Men's Raw Aquamarine Antique Bronze Necklace-50403PENDANT NECKLACE, 8TH ANNIVERSARY0none