In order to prepare the R script, it is recommended to create the R file ml.R in the directory containing the dataset file ‘dataset.csv’ and to set it as the working directory in the RStudio IDE. Before loading this dataset in our R script, we have set the working directory where the dataset file is stored, as shown below :
#setting the working folder
setwd("[WORKING_DIRECTORY]")
#loading the dataset
dataset = read.csv('dataset.csv')
By clicking on the variable name ‘dataset’ in the Environment window, RStudio displays the following table :
The dataset in R
In the next section, we will show how to encode textual labels into numbers.