Machine Learning Summarized in One Picture

April 7, 2017


Here is a nice summary of traditional machine learning methods, from Mathworks.








I also decided to add the following picture below, as it illustrates a method that was very popular 30 years ago but that seems to have been forgotten recently: mixture of Gaussian. In the example below, it is used  to separate the data set into two clusters. Note that you can use a mixture of any distributions, not just Gaussian, for instance, (data-driven) estimated distributions such as those based on kernel density estimation.













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