10.6 - K-means Clustering

k-means clustering is a clustering method that looks for k clusters in the data, meaning we must tell it how many groups to look for. Nonetheless it can still be very useful. Here we ask how well the three species of iris in the iris dataset can be separated based on their morphology (as captured by the 4 quantitative variables in the dataset).