Tag Coefficient Debug: FOR YOUR BOARD

Fold 4 - Understanding why coefficient 510 was selected

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Summary

Tag: FOR YOUR BOARD

Selected Coefficient: 510

Taxonomy Path: 12.6

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?
5102.00000012.66.12 (6*83 + 12)Yes
2876434152.00000026.1.5.5.66.5.5.1.26 (6*83^4 + 5*83^3 + 5*83^2 + 83 + 26)Vehicles & Parts > Vehicle Parts & Accessories > Vehicle Maintenance, Care & Decor > Vehicle Fluids > Vehicle GreasesNo
3009188632.00000039.5.23.28.66.28.23.5.39 (6*83^4 + 28*83^3 + 23*83^2 + 5*83 + 39)No

Products with this Tag

These are the training products that have the "FOR YOUR BOARD" tag (processing sequence 6233). 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 Kit300918863BUSHING & PIVOT CUPS COLLECTION, GRIP TAPE COLLECTION, HUBS COLLECTION, ALL TERRAIN TYRES COLLECTION, BEARING SET300918353KTAT, PLACCDLR, PLWLSDLR, BEARINGS COLLECTION, GT PARTS
17883Evolve Bearing Lubricant287643415Vehicles & Parts > Vehicle Parts & Accessories > Vehicle Maintenance, Care & Decor > Vehicle Fluids > Vehicle Greasesnone287642905none
17739Lithium Grease510none0none