Tag Coefficient Debug: RND

Fold 4 - Understanding why coefficient -2928893 was selected

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Summary

Tag: RND

Selected Coefficient: -2928893

Taxonomy Path: -1.1.13.8

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?
-29288933.000198-1.1.13.8-8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1))Yes
-11645433.000397-1.1.18.3-3.18.1.1 (-(3*71^3 + 18*71^2 + 71 + 1))No
503797543.0140850.0.54.69.11.69.54.0.0 (25411681 + 69*71^3 + 54*71^2)No
-10333343.028169-0.70.62.2-2.62.70.0 (-(2*71^3 + 62*71^2 + 70*71))No

Products with this Tag

These are the training products that have the "RND" tag (processing sequence 1163). 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 Jersey50379754ELS PW 1466753308647none
11192023-24 Rapids Youth New Day Jersey50379754ELS PW 1466753308647none
10522023-24 Rapids Alt Hook Sublimated Scarf-1033334ELS PW 146671895559none
11162023-24 Rapids Authentic New Day Jersey-1164543ELS PW 14667, RAPIDS MENS1764350none
11102023-24 Rapids Alt Kit Crew Sock - Blue/Blue-2928893ELS PW 14667, RAPIDS MENS0none
11112023-24 Rapids Alt Kit Crew Sock - Burgundy/Blue-2928893ELS PW 14667, RAPIDS MENS0none