radiant.model (version 1.4.3)

plot.logistic: Plot method for the logistic function

Description

Plot method for the logistic function

Usage

# S3 method for logistic
plot(
  x,
  plots = "coef",
  conf_lev = 0.95,
  intercept = FALSE,
  incl = NULL,
  excl = NULL,
  nrobs = -1,
  shiny = FALSE,
  custom = FALSE,
  ...
)

Arguments

x

Return value from logistic

plots

Plots to produce for the specified GLM model. Use "" to avoid showing any plots (default). "dist" shows histograms (or frequency bar plots) of all variables in the model. "scatter" shows scatter plots (or box plots for factors) for the response variable with each explanatory variable. "coef" provides a coefficient plot and "influence" shows (potentially) influential observations

conf_lev

Confidence level to use for coefficient and odds confidence intervals (.95 is the default)

intercept

Include the intercept in the coefficient plot (TRUE or FALSE). FALSE is the default

incl

Which variables to include in a coefficient plot

excl

Which variables to exclude in a coefficient plot

nrobs

Number of data points to show in scatter plots (-1 for all)

shiny

Did the function call originate inside a shiny app

custom

Logical (TRUE, FALSE) to indicate if ggplot object (or list of ggplot objects) should be returned. This option can be used to customize plots (e.g., add a title, change x and y labels, etc.). See examples and https://ggplot2.tidyverse.org for options.

...

further arguments passed to or from other methods

Details

See https://radiant-rstats.github.io/docs/model/logistic.html for an example in Radiant

See Also

logistic to generate results

plot.logistic to plot results

predict.logistic to generate predictions

plot.model.predict to plot prediction output

Examples

# NOT RUN {
result <- logistic(titanic, "survived", c("pclass", "sex"), lev = "Yes")
plot(result, plots = "coef")
# }