Machine Learning Summarized in One Picture

Machine Learning Summarized in One Picture

• Posted by Vincent Granville on February 5, 2017 at 10:00pm
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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.

Also, I would put neural networks in the supervised learning category.

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Reference: http://www.datasciencecentral.com/profiles/blogs/machine-learning-summarized-in-one-picture