Tag Coefficient Debug: DUCTLESS OPTION RANGE HOODS

Fold 2 - Understanding why coefficient -725 was selected

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Summary

Tag: DUCTLESS OPTION RANGE HOODS

Selected Coefficient: -725

Taxonomy Path: -14.9

Taxonomy Name:

Products with this tag: 3

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?
-7251.000000-14.9-9.14 (-(9*79 + 14))Yes
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 2554). 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 Hood19272366WALL MOUNTED RANGE HOODS19273091Home & Garden > Kitchen & Dining > Kitchen Appliances > Range Hoods36" RANGE HOODS
9830ZLINE BSKBN-42 42" Black Stainless Steel Convertible Vent Wall Mount Range Hood-725STAFF PICKS, WALL MOUNTED RANGE HOODS0none
9838ZLINE BSKBN-30 30" Black Stainless Steel Convertible Vent Wall Mount Range Hood-725STAFF PICKS, WALL MOUNTED RANGE HOODS030" RANGE HOODS