Machine Learning, Clustering, Data Science, Unsupervised Learning, Towards Data Science.
practice, each cluster can be mathematically represented by a parametric distribution, like a Gaussian. The entire data set is therefore modelled by a mixture of these distributions. A mixture model with high likelihood tends to have the following traits: component distributions have high “peaks”