plot_selection {outlierMBC} | R Documentation |
Plot dissimilarity values for multiple solutions.
Description
Given a range of ombc_gmm outputs, each arising from a different model,
this function is designed to produce a graphical aid for selecting the best
model. It plots the dissimilarity values of the models' minimum and backtrack
solutions against their number of components (x_axis = "comp_num"
), number
of outliers (x_axis = "outlier_num"
), or number of parameters
(x_axis = "param_num"
).
Usage
plot_selection(ombc_list, x_axis = c("comp_num", "outlier_num", "param_num"))
Arguments
ombc_list |
A list of outputs from |
x_axis |
The quantity to be plotted on the x axis. |
Value
plot_selection
return a ggplot object plotting the minimum dissimilarity
and backtrack solutions from a number of outputs from ombc_gmm
versus their
number of components, outliers, or parameters.
[Package outlierMBC version 0.0.1 Index]