plot.model_list: Plot performance of models

In healthcareai: Tools for Healthcare Machine Learning

Plot performance of models

Description

Plot performance of models

Usage

## S3 method for class 'model_list'
plot(x, font_size = 11, point_size = 1, print = TRUE, ...)

Arguments

x	modellist object as returned by tune_models or machine_learn
font_size	Relative size of all fonts in plot, default = 11
point_size	Size of dots, default = 3
print	If TRUE (default) plot is printed
...	Unused

Value

Plot of model performance as a function of algorithm and hyperparameter values tuned over. Generally called for the side effect of printing a plot, but the plot is also invisibly returned. The best-performing model within each algorithm will be plotted as a triangle.

Examples

models <- machine_learn(mtcars, outcome = mpg, models = "glm")
plot(models)

healthcareai documentation built on Sept. 5, 2022, 5:12 p.m.