plot_cd: Critical differences plot

In RebeccaGroh/seqbtests: Sequential Bayesian Comparison of ML Algorithm Performances

Description

This function implements the critical difference plots introduced in Demsar (2006).

Usage

plot_cd(df, measure = NULL, alpha = 0.05, cex = 0.75, ...)

Arguments

df	('list') Data frame containing the performane measure.
measure	('character') Name of the 'measure' column. If not defined, the first 'measure' column in the data frame is used.
alpha	('double') Significance level to get the critical difference.
cex	('double') Numeric value to control the size of the font.
...	(any) Additional arguments.

Details

The test has first been implemented in scmamp. By default, the alpha value is 0.05 and the default for cex is 0.75.

Value

('list')
List containing a 'gg' object.

References

https://github.com/b0rxa/scmamp

Examples

    plot_cd(test_benchmark)

RebeccaGroh/seqbtests documentation built on Nov. 17, 2021, 8:50 a.m.