Exercise

Number of clusters

You have learned that in order to cluster the data with mixture models, there are three main questions to answer: 1) Which distribution, 2) How many clusters and 3) What parameters.

The mix_example dataset is available in your workspace, and it is a simulation of a Gaussian Mixture Model. The aim is to discover, through simple exploratory data analysis (histogram, for instance), how many clusters you should consider for this dataset.

Instructions

50 XP

Possible Answers

Only 1 cluster
2 clusters
3 clusters
4 clusters