org.alitouka.spark.dbscan

Dbscan

object Dbscan extends Serializable

Serves as a factory for objects which implement the DBSCAN algorithm and provides a convenience method for starting the algorithm

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  6. def apply(settings: DbscanSettings, partitioningSettings: PartitioningSettings = new PartitioningSettings ()): Dbscan

    Instantiates an object which implements the DBSCAN algorithm

    Instantiates an object which implements the DBSCAN algorithm

    settings

    Parameters of the algorithm. See org.alitouka.spark.dbscan.DbscanSettings for details

    returns

    A new object which implements the DBSCAN algorithm

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  20. def train(data: RawDataSet, settings: DbscanSettings, partitioningSettings: PartitioningSettings = new PartitioningSettings ()): DbscanModel

    A convenience method which you can use to start clustering

    A convenience method which you can use to start clustering

    data

    A org.alitouka.spark.dbscan.RawDataSet which should be clustered

    settings

    Parameters of the algorithm. See org.alitouka.spark.dbscan.DbscanSettings for details

    returns

    A org.alitouka.spark.dbscan.DbscanModel populated with information about clusters

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