Clustering

Class Definition
BisectingKMeans Creates a BisectingKMeans object by using the Vertica Highly Distributed and Scalable BisectingKMeans on the data.
DBSCAN Creates a DBSCAN object by using the DBSCAN algorithm as defined by Martin Ester, Hans-Peter Kriegel, Jörg Sander and Xiaowei Xu.
KMeans Creates a KMeans object by using the Vertica Highly Distributed and Scalable KMeans on the data.

Anomaly Detection

Class Definition
IsolationForest Creates an IsolationForest object using the Vertica IFOREST algorithm.
LocalOutlierFactor Creates a LocalOutlierFactor object by using the Local Outlier Factor algorithm as defined by Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng and Jörg Sander.