Tag Coefficient Debug: ISLAND RANGE HOODS

Fold 3 - Understanding why coefficient -725 was selected

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Summary

Tag: ISLAND RANGE HOODS

Selected Coefficient: -725

Taxonomy Path: -14.9

Taxonomy Name:

Products with this tag: 6

Unique residual values tried: 6

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?
-7253.012818-14.9-9.14 (-(9*79 + 14))Yes
55163.01281865.6969.65 (69*79 + 65)No
192716413.02531665.71.6.3939.6.71.65 (39*79^3 + 6*79^2 + 71*79 + 65)No
04.00016000 (0)No
62414.0001600.0.11.0.0 (6241)No
-14505.000000-28.18-18.28 (-(18*79 + 28))No

Products with this Tag

These are the training products that have the "ISLAND RANGE HOODS" tag (processing sequence 2951). 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
10025XtremeAir SP01-I 36" Stainless Steel Island Mount Range Hood1927164136" RANGE HOODS, STAINLESS STEEL RANGE HOODS19272366none
9951XtremeAir Pro-X Series PX06-I 30" Stainless Steel Island Range Hood6241STAINLESS STEEL RANGE HOODS6966Home & Garden > Household Appliances > Climate Control Appliancesnone
9950XtremeAir Pro-X Series PX06-I 36" Stainless Steel Island Range Hood551636" RANGE HOODS, STAINLESS STEEL RANGE HOODS6241none
10026XtremeAir SP01-I 30" Stainless Steel Island Mount Range Hood0STAINLESS STEEL RANGE HOODS725Home & Garden > Household Appliancesnone
9949XtremeAir Pro-X Series PX06-I 42" Stainless Steel Island Range Hood-72540 INCH, STAINLESS STEEL RANGE HOODS0none
9940KOBE Brillia ISX21 SQB-2 42" Stainless Steel 680 CFM Island Range Hood-145040 INCH, TOP RATED, STAINLESS STEEL RANGE HOODS-725none