Tag Coefficient Debug: PVC PATCH

Fold 3 - Understanding why coefficient 3493078 was selected

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Summary

Tag: PVC PATCH

Selected Coefficient: 3493078

Taxonomy Path: 23.4.9.6

Taxonomy Name:

Products with this tag: 5

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?
34930782.01204823.4.9.66.9.4.23 (6*83^3 + 9*83^2 + 4*83 + 23)Yes
232.0240962323 (23)No
413264.00000075.82.55.82.75 (5*83^2 + 82*83 + 75)No
2412824.0000001.2.3535.2.1 (35*83^2 + 2*83 + 1)No

Products with this Tag

These are the training products that have the "PVC PATCH" tag (processing sequence 5708). 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
24831Cowboy Up3493078none0none
24936I Roll My Own3493078none0none
24899US Space Force241282none-3251796MORALE PATCH ARMORY
24832Hunter's Prayer41326CHRISTIAN, HUNTING, MORALE PATCH-3451752MILITARY
24835Just The Tip PVC23none-3493055VIOLENT LITTLE MACHINE SHOP, MORALE PATCH ARMORY, BEST SELLING