Tag Coefficient Debug: ALL TERRAIN TYRES COLLECTION

Fold 4 - Understanding why coefficient -194552708 was selected

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Summary

Tag: ALL TERRAIN TYRES COLLECTION

Selected Coefficient: -194552708

Taxonomy Path: -44.5.21.8.4

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?
-1945527082.000000-44.5.21.8.4-4.8.21.5.44 (-(4*83^4 + 8*83^3 + 21*83^2 + 5*83 + 44))Yes
138872.00000026.1.22.1.26 (2*83^2 + 83 + 26)No
1040444532.00000052.81.79.15.22.15.79.81.52 (2*83^4 + 15*83^3 + 79*83^2 + 81*83 + 52)No

Products with this Tag

These are the training products that have the "ALL TERRAIN TYRES COLLECTION" tag (processing sequence 6189). 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
17702Ultimate Refresh Kit104044453BUSHING & PIVOT CUPS COLLECTION, GRIP TAPE COLLECTION, HUBS COLLECTION298597161BEARING SET, FOR YOUR BOARD, KTAT, PLACCDLR, PLWLSDLR, BEARINGS COLLECTION, GT PARTS
17717All Terrain Tires (150mm / 6 Inch)13887none194566595none
17940All Terrain Conversion Kit (175mm / 7inch with 66T)-194552708HUBS COLLECTION, KT0none