Tag Coefficient Debug: MATERIAL:WOOD

Fold 4 - Understanding why coefficient -567704 was selected

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Summary

Tag: MATERIAL:WOOD

Selected Coefficient: -567704

Taxonomy Path: -10.76.11.1

Taxonomy Name:

Products with this tag: 7

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?
-5677044.000000-10.76.11.1-1.11.76.10 (-(493039 + 11*79^2 + 76*79 + 10))Yes
9942255.00000010.24.1.22.1.24.10 (2*79^3 + 6241 + 24*79 + 10)Furniture > Tables > Accent Tables > End TablesNo
06.00000000 (0)No
5688206.00000020.11.12.11.12.11.20 (493039 + 12*79^2 + 11*79 + 20)No

Products with this Tag

These are the training products that have the "MATERIAL:WOOD" tag (processing sequence 1995). 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
13574Ridge Side Table - 30cm994225Furniture > Tables > Accent Tables > End Tablesnone1561929none
13334Obie Side Table 35cm - Teak994225Furniture > Tables > Accent Tables > End Tablesnone1561929none
14614Woody Work Station 130cm - Teak568820HOME OFFICE DESKS, MATERIAL:OAK (SOLID TIMBER)1136524none
13008Woody Round Dining Table - 80cm0DINING ROOM FURNITURE567704none
13402Driftwood Drumstool - 30cm-567704COLOUR:OAK, FURNITURE0none
13401Woody Stool Round - 35cm-567704COLOUR:OAK, FURNITURE0none
14574Suar Hourglass Stool - 30cm-567704COLOUR:OAK, FURNITURE0none