Tag Coefficient Debug: BIKER VEST

Fold 1 - Understanding why coefficient -96129190 was selected

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Summary

Tag: BIKER VEST

Selected Coefficient: -96129190

Taxonomy Path: -1.1.10.2.2

Taxonomy Name:

Products with this tag: 6

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?
-961291904.000000-1.1.10.2.2-2.2.10.1.1 (-(2*83^4 + 2*83^3 + 10*83^2 + 83 + 1))Yes
-5924544.000145-0.0.3.1-1.3.0.0 (-(571787 + 3*83^2))No
04.00014500 (0)No
40714834.0001451.1.10.77.10.1.1 (7*83^3 + 10*83^2 + 83 + 1)No
990087924.0001451.1.13.7.22.7.13.1.1 (2*83^4 + 7*83^3 + 13*83^2 + 83 + 1)No

Products with this Tag

These are the training products that have the "BIKER VEST" tag (processing sequence 6090). 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
28588Mens Motorcycle Biker Shirt Chocolate Cut Off Sleeveless Cotton Denim Size M99008792SLEEVELESS SHIRT, BIKER DENIM195137982none
8131CD D C Mens Motorcycle Biker Leather Vest Traditional Style Cowhide Size 484071483none100200673none
8130Mens Motorcycle Biker Leather Black Vest Heavy Cowhide with side laces04496129190none
8010CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only-592454BUTTON UP, SLEEVELESS SHIRT, BIKER DENIM95536736none
8060Mens Motorcycle Biker Shirt Burgundy Cut Off Sleeveless Shirt Size Small only-96129190BUTTON UP, SLEEVELESS SHIRT, BIKER DENIM, 5XL0none
8129Mens Motorcycle Biker Shirt Ash Blue Cut Off Sleeveless Shirt Size Medium only-96129190BUTTON UP, SLEEVELESS SHIRT, BIKER DENIM, 5XL0none