Tag Coefficient Debug: ALUMINIUM PLATFORM

Fold 3 - Understanding why coefficient 322 was selected

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Summary

Tag: ALUMINIUM PLATFORM

Selected Coefficient: 322

Taxonomy Path: 6.4

Taxonomy Name: Business & Industrial > Construction

Products with this tag: 7

Unique residual values tried: 2

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?
3221.0000006.44.6 (4*79 + 6)Business & Industrial > ConstructionYes
1180060256.00000012.15.27.2.33.2.27.15.12 (3*79^4 + 2*79^3 + 27*79^2 + 15*79 + 12)Hardware > Tools > Ladders & Scaffolding > Ladders > Step LaddersNo

Products with this Tag

These are the training products that have the "ALUMINIUM PLATFORM" tag (processing sequence 435). 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
7047Indalex Pro-Series Aluminium 12 Step 3.6m Platform Ladder (4.6m Rail)118006025Hardware > Tools > Ladders & Scaffolding > Ladders > Step Laddersnone118005703none
7042Indalex Pro-Series Aluminium 6 Step 1.8m Platform Ladder (2.7m Platform)322Business & Industrial > Constructionnone0none
7043Indalex Pro-Series Aluminium 7 Step 2.1m Platform Ladder (3m Rail)322Business & Industrial > Constructionnone0none
7039Indalex Pro-Series Aluminium 3 Step 0.9m Platform Ladder (1.8m Rail)322Business & Industrial > Constructionnone0none
7045Indalex Pro-Series Aluminium 9 Step 2.7m Platform Ladder (3.7m Rail)322Business & Industrial > Constructionnone0none
7046Indalex Pro-Series Aluminium 10 Step 3m Platform Ladder (4m Rail)322Business & Industrial > Constructionnone0none
7044Indalex Pro-Series Aluminium 8 Step 2.4m Platform Ladder (3.4m Rail)322Business & Industrial > Constructionnone0none