Tag Coefficient Debug: HUBS COLLECTION

Fold 3 - Understanding why coefficient -9380223 was selected

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Summary

Tag: HUBS COLLECTION

Selected Coefficient: -9380223

Taxonomy Path: -0.0.2.19

Taxonomy Name:

Products with this tag: 4

Unique residual values tried: 4

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?
-93802232.000160-0.0.2.19-19.2.0.0 (-(19*79^3 + 2*79^2))Yes
1562933632.0001600.0.0.1.44.1.0.0.0 (4*79^4 + 493039)No
-93928103.000000-26.1.4.19-19.4.1.26 (-(19*79^3 + 4*79^2 + 79 + 26))No
3151336663.00000059.7.13.7.88.7.13.7.59 (8*79^4 + 7*79^3 + 13*79^2 + 7*79 + 59)No

Products with this Tag

These are the training products that have the "HUBS COLLECTION" tag (processing sequence 4332). 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
17940All Terrain Conversion Kit (175mm / 7inch with 66T)315133666ALL TERRAIN TYRES COLLECTION, KT324513889none
17919Precision Ceramic Bearings156293363GTR PARTS, CKT, STREET WHEELS COLLECTION, SKUCHANGE, GT PARTS165673586none
17748Refresh Kit-9380223KTAT, GTR PARTS, ALL TERRAIN TYRES COLLECTION, CKT, BUSHING & PIVOT CUPS COLLECTION, STREET WHEELS COLLECTION, SKUCHANGE, GT PARTS0PLACCDLR
17702Ultimate Refresh Kit-9392810BEARINGS & LUBRICANT COLLECTION, KTAT, GTR PARTS, ALL TERRAIN TYRES COLLECTION, CKT, BUSHING & PIVOT CUPS COLLECTION, STREET WHEELS COLLECTION, SKUCHANGE, GT PARTS-12587PLACCDLR