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autostats (version 0.4.1)

visualize_model: visualize model

Description

s3 method to automatically visualize the output of of a model object. Additional arguments can be supplied for the original function. Check the corresponding plot function documentation for any custom arguments.

Usage

visualize_model(model, ...)

# S3 method for RandomForest visualize_model(model, ..., method)

# S3 method for BinaryTree visualize_model(model, ..., method)

# S3 method for glm visualize_model(model, ..., method)

# S3 method for multinom visualize_model(model, ..., method)

# S3 method for xgb.Booster visualize_model( model, top_n = 10L, aggregate = NULL, as_table = FALSE, formula = NULL, measure = c("Gain", "Cover", "Frequency"), ..., method )

# S3 method for default visualize_model(model, ..., method)

Value

a plot

Arguments

model

a model

...

additional arguments

method

choose amongst different visualization methods

top_n

return top n elements

aggregate

= summarize

as_table

= false, table or graph,

formula

= formula,

measure

= c("Gain", "Cover", "Frequency")