Tag Coefficient Debug: INSERT RANGE HOODS

Fold 3 - Understanding why coefficient -1450 was selected

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Summary

Tag: INSERT RANGE HOODS

Selected Coefficient: -1450

Taxonomy Path: -28.18

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?
-14501.012658-28.18-18.28 (-(18*79 + 28))Yes
192709161.01265851.62.6.3939.6.62.51 (39*79^3 + 6*79^2 + 62*79 + 51)No
-7252.000000-14.9-9.14 (-(9*79 + 14))No

Products with this Tag

These are the training products that have the "INSERT RANGE HOODS" tag (processing sequence 2539). 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
9809ZLINE 695-RD 40" Stainless Steel Remote Dual Blower Range Hood Insert1927091640 INCH, ZLINE, TOP RATED19272366STAINLESS STEEL RANGE HOODS
9808ZLINE 695 34" Stainless Steel Ducted Range Hood Insert-725RANGE HOOD INSERTS, ZLINE725Home & Garden > Household AppliancesSTAINLESS STEEL RANGE HOODS
9799ZLINE 695 40" Stainless Steel Ducted Range Hood Insert-1450RANGE HOOD INSERTS, 40 INCH, ZLINE0STAINLESS STEEL RANGE HOODS