Tag Coefficient Debug: FIRECLAY SINKS

Fold 2 - Understanding why coefficient -2928098 was selected

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Summary

Tag: FIRECLAY SINKS

Selected Coefficient: -2928098

Taxonomy Path: -58.60.12.8

Taxonomy Name:

Products with this tag: 7

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?
-29280981.014085-58.60.12.8-8.12.60.58 (-(8*71^3 + 12*71^2 + 60*71 + 58))Yes
-169220561.070423-58.62.19.47-47.19.62.58 (-(47*71^3 + 19*71^2 + 62*71 + 58))No
-139938166.000000-0.0.7.39-39.7.0.0 (-(39*71^3 + 7*71^2))No

Products with this Tag

These are the training products that have the "FIRECLAY SINKS" tag (processing sequence 1183). 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
10008LaToscana LDL3619W 36'' White Double-Bowl Reversible Apron Front Fireclay Sink-2928098WHITE0none
9870Latoscana LFS3018W 30" White Reversible Apron Front Fireclay Sink-2928098WHITE0none
9891Latoscana LUM2719W 26" White Undermount or Drop-in Fireclay Sink-2928098WHITE0none
9868Latoscana LTW3019W 30" White Reversible Apron Front Fireclay Sink-2928098WHITE0none
10012Latoscana LTW3619W 36" White Reversible Apron Front Fireclay Sink-2928098WHITE0none
10010LaToscana LFS3318W 33" Silver Flax Reversible Apron Front Fireclay Sink-13993816GRAY, 33 INCH-11065718none
10011LaToscana LFS3318W 33" White Reversible Apron Front Fireclay Sink-16922056WHITE, 33 INCH-13993958none