Expectation-Maximization Algorithm vs K-means Clustering

October 16, 2018

Comparison of k-means and EM on artificial data. Using the variances, the EM algorithm can describe the normal distributions exactly, while k-Means splits the data into Voronoi-Cells. The Cluster center is visualized by the lighter, bigger Symbol.



Source: Wikipedia

Source URL: https://en.wikipedia.org/wiki/Expectation%E2%80%93maximization_algorithm

ID: expectation-maximization-algorithm-vs-k-means-clustering

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