Tag Coefficient Debug: FIXED ARMS

Fold 3 - Understanding why coefficient -2928386 was selected

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Summary

Tag: FIXED ARMS

Selected Coefficient: -2928386

Taxonomy Path: -62.64.12.8

Taxonomy Name:

Products with this tag: 6

Unique residual values tried: 4

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?
-29283862.028169-62.64.12.8-8.12.64.62 (-(8*71^3 + 12*71^2 + 64*71 + 62))Yes
-29179492.028169-62.59.10.8-8.10.59.62 (-(8*71^3 + 10*71^2 + 59*71 + 62))No
-98548645.000000-64.66.37.27-27.37.66.64 (-(27*71^3 + 37*71^2 + 66*71 + 64))No
-72784865.000000-63.60.23.20-20.23.60.63 (-(20*71^3 + 23*71^2 + 60*71 + 63))No

Products with this Tag

These are the training products that have the "FIXED ARMS" tag (processing sequence 1189). 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
6309Racer Slim High Back Designer Mesh Armchair - Black ET-2917949BLACK10437none
6326Desire Medium Executive Chair White With Arms DY-2917949WHITE10437none
6290Scurro Executive Leather Task Chair-2928386BLACK0none
6316Storm Medium Back Mesh Chair with Contoured Back and Upholstered Black Fabric Seat with Waterfall Front - Black ET-2928386BLACK0none
6317Vantage Fabric Operator Chair-7278486BLACK, BLUE-4350100none
6303Halo Medium Mesh Back Task Operator Armchair with Chrome Base ET-9854864BLACK, BLUE, ORANGE-6926478none