Add an instance to the microcluster at a given instance.
Add an instance to the microcluster at a given instance.
the index where the microcluster is
the Example containing the changed instance
the updated MicroClusters object
Append a microcluster.
Append a microcluster.
the microcluster to be appended
the updated MicroClusters object
Return an array of weighted centroids corresponding to the microclusters.
Return an array of weighted centroids corresponding to the microclusters.
the output Example array
Update the clustering data structure, depending on the Example given.
Update the clustering data structure, depending on the Example given.
the example based on which the Model is updated
the updated MicroClusters object
The MicroClusters object contains a number of microclusters in an Array. It provides operations for inserting, appending and removing microclusters.
It uses the following options: