clustering

Type Members

1. class KMeans extends Serializable with Logging

   K-means clustering with support for multiple parallel runs and a k-means++ like initialization mode (the k-means|| algorithm by Bahmani et al).

2. class KMeansModel extends Serializable

   A clustering model for K-means.

3. class StreamingKMeans extends Logging

   :: DeveloperApi :: StreamingKMeans provides methods for configuring a streaming k-means analysis, training the model on streaming, and using the model to make predictions on streaming data.

4. class StreamingKMeansModel extends KMeansModel with Logging

   :: DeveloperApi :: StreamingKMeansModel extends MLlib's KMeansModel for streaming algorithms, so it can keep track of a continuously updated weight associated with each cluster, and also update the model by doing a single iteration of the standard k-means algorithm.