Tag Coefficient Debug: 42" RANGE HOODS

Fold 2 - Understanding why coefficient -725 was selected

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Summary

Tag: 42" RANGE HOODS

Selected Coefficient: -725

Taxonomy Path: -14.9

Taxonomy Name:

Products with this tag: 4

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?
-7253.000000-14.9-9.14 (-(9*79 + 14))Yes
03.00000000 (0)No
7253.00000014.99.14 (9*79 + 14)Home & Garden > Household AppliancesNo
1587662493.00000028.18.1.6.44.6.1.18.28 (4*79^4 + 6*79^3 + 6241 + 18*79 + 28)No

Products with this Tag

These are the training products that have the "42" RANGE HOODS" tag (processing sequence 3108). 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
10024XtremeAir SP01-I 42" Stainless Steel Island Mount Range Hood158766249STAINLESS STEEL RANGE HOODS, 40 INCH158766974ISLAND RANGE HOODS
9940KOBE Brillia ISX21 SQB-2 42" Stainless Steel 680 CFM Island Range Hood725Home & Garden > Household AppliancesTOP RATED, STAINLESS STEEL RANGE HOODS, 40 INCH1450ISLAND RANGE HOODS
9830ZLINE BSKBN-42 42" Black Stainless Steel Convertible Vent Wall Mount Range Hood0ZLINE, WALL MOUNTED RANGE HOODS, DUCTLESS OPTION RANGE HOODS725Home & Garden > Household Appliancesnone
9953XtremeAir Pro-X Series PX15-W 42" Stainless Steel Wall Mounted Range Hood-725WALL MOUNTED RANGE HOODS, STAINLESS STEEL RANGE HOODS0none