Tag Coefficient Debug: TV STAND

Fold 1 - Understanding why coefficient 757 was selected

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Summary

Tag: TV STAND

Selected Coefficient: 757

Taxonomy Path: 10.9

Taxonomy Name: Furniture > Entertainment Centers & TV Stands

Products with this tag: 9

Unique residual values tried: 3

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?
7572.01204810.99.10 (9*83 + 10)Furniture > Entertainment Centers & TV StandsYes
761212.07228910.4.1111.4.10 (11*83^2 + 4*83 + 10)Furniture > Cabinets & Storage > SideboardsNo
07.00000000 (0)No

Products with this Tag

These are the training products that have the "TV STAND" tag (processing sequence 2878). 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
6203Oak Sideboard With Drawers76121Furniture > Cabinets & Storage > Sideboardsnone75364none
5954Modern Artistic Wall Mounted Floating TV Stand757Furniture > Entertainment Centers & TV Standsnone02 WEEKS DELIVERY
6197Oak TV Stand / Bookcase757Furniture > Entertainment Centers & TV Standsnone0none
9590Modern High Gloss 2 Piece Floating TV Stand757Furniture > Entertainment Centers & TV Standsnone02 WEEKS DELIVERY
6196Oak TV Stand757Furniture > Entertainment Centers & TV Standsnone0none
6206Walnut TV Stand / Bookcase757Furniture > Entertainment Centers & TV Standsnone0none
9585Splendacious Marble Top Sumptuous Spacious TV Stand757Furniture > Entertainment Centers & TV Standsnone0none
188462 Door Solid Wood Tv Unit0CATEGORY_TVUNITS-757none
6205Solid Oak Coffee Table0COFFEE TABLE-757none