Tag Coefficient Debug: MENS GIFT

Fold 1 - Understanding why coefficient -50403 was selected

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Summary

Tag: MENS GIFT

Selected Coefficient: -50403

Taxonomy Path: -1.6.8

Taxonomy Name:

Products with this tag: 5

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?
-504033.000000-1.6.8-8.6.1 (-(8*79^2 + 6*79 + 1))Yes
03.00000000 (0)No
820834.0000002.12.1313.12.2 (13*79^2 + 12*79 + 2)No

Products with this Tag

These are the training products that have the "MENS GIFT" tag (processing sequence 1929). 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
9085Men's Herkimer Diamond Pendant - Antique Bronze82083CHAIN MATERIAL BLACK COTTON132486PENDANT
9119Men's Rainbow Moonstone in Antique Bronze - With Black Leather Cord0CHAIN MATERIAL DARK BROWN LEATHER, CHAIN MATERIAL BLACK ROUND COTTON, CHAIN MATERIAL ANTIQUE BRONZE50403Apparel & Accessories > Jewelry > Necklaces50TH ANNIVERSARY
9518Herkimer Diamond Necklace - Add a Sterling Silver Chain0CRYSTAL NECKLACE50403Apparel & Accessories > Jewelry > NecklacesPENDANT
9014Blue Boulder Opal Pendant Necklace - Antique Brass-50403CHAIN MATERIAL DARK BROWN LEATHER, CHAIN MATERIAL ANTIQUE BRONZE0none
9455Sapphire Necklace - Antique Sterling Silver-50403CHAIN MATERIAL DARK BROWN LEATHER, CRYSTAL NECKLACES, CHAIN MATERIAL BLACK COTTON, WOMEN'S NECKLACE0none