org.alitouka.spark.dbscan

Dbscan

abstract class Dbscan extends Serializable with Logging

Base class for implementations of the DBSCAN algorithm

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Logging, Serializable, Serializable, AnyRef, Any
Known Subclasses
DistributedDbscan
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Instance Constructors

  1. new Dbscan(settings: DbscanSettings, partitioningSettings: PartitioningSettings = ...)

    Creates a new instance of a particular implementation with specified settings

    Creates a new instance of a particular implementation with specified settings

    settings

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

    Attributes
    protected

Abstract Value Members

  1. abstract def run(data: RawDataSet): DbscanModel

    Attributes
    protected

Concrete Value Members

  1. final def !=(arg0: AnyRef): Boolean

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  2. final def !=(arg0: Any): Boolean

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  3. final def ##(): Int

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  4. final def ==(arg0: AnyRef): Boolean

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  5. final def ==(arg0: Any): Boolean

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  6. final def asInstanceOf[T0]: T0

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  7. def clone(): AnyRef

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    @throws( ... )

  8. val distanceAnalyzer: DistanceAnalyzer

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  9. final def eq(arg0: AnyRef): Boolean

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  10. def equals(arg0: Any): Boolean

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  11. def finalize(): Unit

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  12. final def getClass(): Class[_]

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  13. def hashCode(): Int

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  14. final def isInstanceOf[T0]: Boolean

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  15. def isTraceEnabled(): Boolean

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  16. def log: Logger

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  17. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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  18. def logDebug(msg: ⇒ String): Unit

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  19. def logError(msg: ⇒ String, throwable: Throwable): Unit

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  20. def logError(msg: ⇒ String): Unit

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  21. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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  22. def logInfo(msg: ⇒ String): Unit

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  23. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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  24. def logTrace(msg: ⇒ String): Unit

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  25. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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  26. def logWarning(msg: ⇒ String): Unit

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  27. final def ne(arg0: AnyRef): Boolean

    Definition Classes
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  28. final def notify(): Unit

    Definition Classes
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  29. final def notifyAll(): Unit

    Definition Classes
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  30. val partitioningSettings: PartitioningSettings

    Attributes
    protected

  31. val settings: DbscanSettings

    Parameters of the algorithm.

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

    Attributes
    protected

  32. final def synchronized[T0](arg0: ⇒ T0): T0

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  33. def toString(): String

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  34. final def wait(): Unit

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  35. final def wait(arg0: Long, arg1: Int): Unit

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  36. final def wait(arg0: Long): Unit

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