Tag Coefficient Debug: RND

Fold 4 - Understanding why coefficient -50823505 was selected

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Summary

Tag: RND

Selected Coefficient: -50823505

Taxonomy Path: -1.2.0.0.2

Taxonomy Name:

Products with this tag: 6

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?
-508235053.000198-1.2.0.0.2-2.0.0.2.1 (-(2*71^4 + 2*71 + 1))Yes
-490591553.000397-1.2.5.66.1-1.66.5.2.1 (-(25411681 + 66*71^3 + 5*71^2 + 2*71 + 1))No
511005463.0140850.70.54.0.22.0.54.70.0 (2*71^4 + 54*71^2 + 70*71)No
-3125423.028169-0.0.62-62.0.0 (-(62*71^2))No

Products with this Tag

These are the training products that have the "RND" tag (processing sequence 1979). 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
11172023-24 Rapids Women's New Day Jersey51100546ELS PW 14667101924051none
11192023-24 Rapids Youth New Day Jersey51100546ELS PW 14667101924051none
10522023-24 Rapids Alt Hook Sublimated Scarf-312542ELS PW 1466750510963none
11162023-24 Rapids Authentic New Day Jersey-49059155ELS PW 14667, RAPIDS MENS1764350none
11102023-24 Rapids Alt Kit Crew Sock - Blue/Blue-50823505ELS PW 14667, RAPIDS MENS0none
11112023-24 Rapids Alt Kit Crew Sock - Burgundy/Blue-50823505ELS PW 14667, RAPIDS MENS0none