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Machine Learning with Spark - Second Edition by Nick Pentreath, Manpreet Singh Ghotra, Rajdeep Dua

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GMM - effect of iterations on cluster boundaries

Let us look at how cluster boundaries change as the number of iterations increase for GMM:

Cluster plot for GMM for user data with one iteration

The preceding figure plots GMM clusters for user data with one iteration.

Cluster plot for GMM for user data with 10 iterations

The preceding figure plots GMM clusters for user data with 10 iterations.

Cluster plot for GMM for user data with 20 iterations ...

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