Tag Coefficient Debug: RND

Fold 4 - Understanding why coefficient -77900321 was selected

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Summary

Tag: RND

Selected Coefficient: -77900321

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?
-779003213.000160-1.2.0.0.2-2.0.0.2.1 (-(2*79^4 + 2*79 + 1))Yes
-754663313.000320-1.2.5.74.1-1.74.5.2.1 (-(38950081 + 74*79^3 + 5*79^2 + 2*79 + 1))No
782932663.0126580.78.62.0.22.0.62.78.0 (2*79^4 + 62*79^2 + 78*79)No
-4368703.025316-0.0.70-70.0.0 (-(70*79^2))No

Products with this Tag

These are the training products that have the "RND" tag (processing sequence 2472). 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 Jersey78293266ELS PW 14667156193587none
11192023-24 Rapids Youth New Day Jersey78293266ELS PW 14667156193587none
10522023-24 Rapids Alt Hook Sublimated Scarf-436870ELS PW 1466777463451none
11162023-24 Rapids Authentic New Day Jersey-75466331ELS PW 14667, RAPIDS MENS2433990none
11102023-24 Rapids Alt Kit Crew Sock - Blue/Blue-77900321ELS PW 14667, RAPIDS MENS0none
11112023-24 Rapids Alt Kit Crew Sock - Burgundy/Blue-77900321ELS PW 14667, RAPIDS MENS0none