Iraceplot

Maintainers: Pablo Oñate Marín, Leslie Pérez Cáceres

Creators: Pablo Oñate Marín, Leslie Pérez Cáceres

Contact:

Introduction

The goal of iraceplot package is to generate various types of graphs that help to better understand the data generated by irace

Installing the iraceplot package

For installing iraceplot you need to install the devtools package:

install.packages("devtools")

Currently, the Irace Studio package can be installed from Gtihub:

devtools::install_github("pabloOnate/iraceplot")

How To Use

This is a basic example which shows you how to solve a common problem:

you need to have the file generated by irace (.Rdata) loaded, you must replace the path of the file with yours

load("~/patch/example/name.Rdata")

Functions

The different functions used in iraceplot will allow the creation of different graphics. The functions are as follows:

get_parameters_names
boxplot_test
scatter_test
parallel_coord
parallel_coord_category
sampling_frequency
sampling_frequency_iteration
sampling_density
sampling_model_compare
sampling_pie
heatmap
sampling_distance
boxplot_training
scatter_training
configurations_display