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 ombc_gmm.

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]