Tag Coefficient Debug: FAST FIX

Fold 3 - Understanding why coefficient -2928893 was selected

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Summary

Tag: FAST FIX

Selected Coefficient: -2928893

Taxonomy Path: -1.1.13.8

Taxonomy Name:

Products with this tag: 4

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?
-29288932.000000-1.1.13.8-8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1))Yes
-28528403.000000-60.65.68.7-7.68.65.60 (-(7*71^3 + 68*71^2 + 65*71 + 60))No
03.00000000 (0)No

Products with this Tag

These are the training products that have the "FAST FIX" tag (processing sequence 107). 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
26483 Pack -BLACK Fast Fix Tapered Hinge (3 of)0HINGES2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone
2707Black Heavy-Duty Wrap-Around Interfold Hinge (3 Pack)-2852840BLACK76053Hardware > Hardware Accessories > Hingesnone
26913 Pack -WHITE Fast Fix Tapered Hinge (3 of)-2928893WHITE, HINGES0none
26923 Pack -WHITE Heavy Duty Fast Fix, Wrap Around, Interfold Hinge (3 of)-2928893WHITE, HINGES0none