Tag Coefficient Debug: FIXED ARMS

Fold 1 - Understanding why coefficient -2917949 was selected

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Summary

Tag: FIXED ARMS

Selected Coefficient: -2917949

Taxonomy Path: -62.59.10.8

Taxonomy Name:

Products with this tag: 8

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?
-29179494.028169-62.59.10.8-8.10.59.62 (-(8*71^3 + 10*71^2 + 59*71 + 62))Yes
-29283864.028169-62.64.12.8-8.12.64.62 (-(8*71^3 + 12*71^2 + 64*71 + 62))No
-69259715.014085-63.65.24.19-19.24.65.63 (-(19*71^3 + 24*71^2 + 65*71 + 63))No
-72784865.028169-63.60.23.20-20.23.60.63 (-(20*71^3 + 23*71^2 + 60*71 + 63))No
-94915577.000000-64.61.36.26-26.36.61.64 (-(26*71^3 + 36*71^2 + 61*71 + 64))No

Products with this Tag

These are the training products that have the "FIXED ARMS" tag (processing sequence 1196). 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
6326Desire Medium Executive Chair White With Arms DY-2917949WHITE0none
6309Racer Slim High Back Designer Mesh Armchair - Black ET-2917949BLACK0none
6290Scurro Executive Leather Task Chair-2928386BLACK-10437none
6314Slinger Medium Mesh Back Operator Chair ET-2928386BLACK-10437none
6303Halo Medium Mesh Back Task Operator Armchair with Chrome Base ET-6925971BLACK, BLUE-4008022none
6305Mars Mesh Back Operator Armchair with Fluted Black Nylon Base ET-6925971BLACK, BLUE-4008022none
6301Crypto Designer Mesh Armchair with White Frame and Detailed Back Panelling ET-7278486BLACK, BLUE-4360537none
6317Vantage Fabric Operator Chair-9491557BLACK, BLUE, GREY-6573608none