Tag Coefficient Debug: KITCHEN & DINING

Fold 0 - Understanding why coefficient 19523 was selected

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Summary

Tag: KITCHEN & DINING

Selected Coefficient: 19523

Taxonomy Path: 10.10.3

Taxonomy Name: Furniture > Furniture Sets > Kitchen & Dining Furniture Sets

Products with this tag: 3

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?
195231.01265810.10.33.10.10 (3*79^2 + 10*79 + 10)Furniture > Furniture Sets > Kitchen & Dining Furniture SetsYes
567321.01265810.7.99.7.10 (9*79^2 + 7*79 + 10)Furniture > Chairs > Kitchen & Dining Room ChairsNo
560112.0000000.77.88.77.0 (8*79^2 + 77*79)No

Products with this Tag

These are the training products that have the "KITCHEN & DINING" tag (processing sequence 1857). 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
5956Set Of 4 Leather Dining Chair Soft Backrest56732Furniture > Chairs > Kitchen & Dining Room Chairsnone37209none
9550Set Of 4 Extravagant Leather Upholstered Dining Chair560112 WEEKS DELIVERY36488none
9592Modern Style Marble Top Wooden Dining Table Set19523Furniture > Furniture Sets > Kitchen & Dining Furniture Setsnone0none