Clustering

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This is a legacy Apache Ignite documentation

The new documentation is hosted here: http://ignite.apache.org/docs/latest/

The Apache Ignite Machine Learning module provides K-Means and GMM algorithms to group the unlabeled data into clusters.

All existing training algorithms presented in this section are designed to solve unsupervised (clustering) tasks:

• K-Means Clustering
• Gaussian mixture (GMM)

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Theory Tip

KMeans can be seen as a special case of Gaussian mixture model with equal covariance per component.