Tag Coefficient Debug: DUCTLESS OPTION RANGE HOODS

Fold 1 - Understanding why coefficient -5516 was selected

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Summary

Tag: DUCTLESS OPTION RANGE HOODS

Selected Coefficient: -5516

Taxonomy Path: -65.69

Taxonomy Name:

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?
-55161.000160-65.69-69.65 (-(69*79 + 65))Yes
7251.00016014.99.14 (9*79 + 14)Home & Garden > Household AppliancesNo
192723662.0000000.2.7.3939.7.2.0 (39*79^3 + 7*79^2 + 2*79)No

Products with this Tag

These are the training products that have the "DUCTLESS OPTION RANGE HOODS" tag (processing sequence 1246). 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
9945ZLINE 8656S 36" Stainless Steel 900 CFM Designer Series Wall Mount Range Hood19272366GRAY19277882none
9829ZLINE BSKBN-48 48" Black Stainless Steel Convertible Vent Wall Mount Range Hood725Home & Garden > Household Appliancesnone6241none
9838ZLINE BSKBN-30 30" Black Stainless Steel Convertible Vent Wall Mount Range Hood-551630" RANGE HOODS0none