Tag Coefficient Debug: FIXED ARMS

Fold 4 - Understanding why coefficient -5984241 was selected

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Summary

Tag: FIXED ARMS

Selected Coefficient: -5984241

Taxonomy Path: -70.67.10.12

Taxonomy Name:

Products with this tag: 7

Unique residual values tried: 6

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?
-59842414.012660-70.67.10.12-12.10.67.70 (-(12*79^3 + 10*79^2 + 67*79 + 70))Yes
-40120854.012660-70.67.10.8-8.10.67.70 (-(8*79^3 + 10*79^2 + 67*79 + 70))No
-54978384.025316-70.72.11.11-11.11.72.70 (-(11*79^3 + 11*79^2 + 72*79 + 70))No
5635.00000010.77.10 (7*79 + 10)Furniture > ChairsNo
-5483589795.012658-71.75.15.6.14-14.6.15.75.71 (-(14*79^4 + 6*79^3 + 15*79^2 + 75*79 + 71))No
-56164975.012658-71.73.30.11-11.30.73.71 (-(11*79^3 + 30*79^2 + 73*79 + 71))No

Products with this Tag

These are the training products that have the "FIXED ARMS" tag (processing sequence 1397). 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
6316Storm Medium Back Mesh Chair with Contoured Back and Upholstered Black Fabric Seat with Waterfall Front - Black ET563Furniture > Chairsnone5984804none
6290Scurro Executive Leather Task Chair563Furniture > Chairsnone5984804none
6326Desire Medium Executive Chair White With Arms DY-4012085WHITE1972156none
6305Mars Mesh Back Operator Armchair with Fluted Black Nylon Base ET-5497838BLUE486403none
6314Slinger Medium Mesh Back Operator Chair ET-5616497GREEN, ORANGE367744none
6301Crypto Designer Mesh Armchair with White Frame and Detailed Back Panelling ET-5984241BLUE0none
6317Vantage Fabric Operator Chair-548358979GREY, CHARCOAL, BLUE-542374738HEIGHT ADJUSTABLE ARMS