clusters

Type Members

1. class BucketManager extends Clusters

   Data structure for managing all buckets for streamKM++ algorithm.

2. trait Clusters extends Model

   A Clusters trait defines the needed operations for maintaining a clustering data structure.

3. case class MicroCluster(sum: Instance, sqSum: Instance, timeSum: Long, sqTimeSum: Double, num: Int) extends Serializable with Product

   A MicroCluster contains the underlying structure for the Clustream processing framework, and summarizes a number of instances belonging to the same MicroCluster.

4. case class MicroClusters(microclusters: Array[MicroCluster]) extends Clusters with Product with Serializable

   The MicroClusters object contains a number of microclusters in an Array.

5. class TreeCoreset extends AnyRef

   A TreeCoreset contains the underlying tree structure for the coreset extraction framework.