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.

 

 

 

 

 

 

 

 

 

 

 

 

Some opinions expressed in this article may be those of a guest author and not necessarily Analytikus. Staff authors are listed http://www.datasciencecentral.com/profiles/blogs/machine-learning-summarized-in-one-picture

 

 

 

 

 

 

 

 

 

 

 

 

 

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