ShapImportancePlot: ShapImportancePlot

In AdrianAntico/RemixAutoML: AutoQuant

ShapImportancePlot

Description

Generate Variable Importance Plots using Shapely Values of given data set

Usage

ShapImportancePlot(
  data,
  ShapColNames = NULL,
  FacetVar1 = NULL,
  FacetVar2 = NULL,
  AggMethod = "mean",
  TopN = 25,
  Debug = FALSE
)

Arguments

data	Source data.table
ShapColNames	Names of the columns that contain shap values you want included
FacetVar1	Column name
FacetVar2	Column name
AggMethod	A string for aggregating shapely values for importances. Choices include, 'mean', 'absmean', 'meanabs', 'sd', 'median', 'absmedian', 'medianabs'
TopN	The number of variables to plot
Debug	= FALSE

Author(s)

Adrian Antico

See Also

Other Model Insights: ModelInsightsReport()

AdrianAntico/RemixAutoML documentation built on Feb. 3, 2024, 3:32 a.m.