Data Science, Machine Learning, Artificial Intelligence, Statistics, Clustering.
cluster. This is called “soft” assignment. However, you may expect that a single Gaussian with its mean and variance cannot map thousands of instances in a dataset into a set of K clusters accurately, nor could any other distribution. As you can see in the plot below, we would need at least 3