Class

clustering

Clustering

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abstract class Clustering extends AnyRef

The base class of all clustering algorithms

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Instance Constructors

  1. new Clustering()

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    Create a new clustering algorithm

Abstract Value Members

  1. abstract def clusterMeans(): List[List[List[Double]]]

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    Returns the training evolution of the cluster means

  2. abstract val name: String

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    The name of the clustering algorithm

  3. abstract def predict(X: List[List[Double]]): List[Int]

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    Applies the trained algorithm to a dataset

    Applies the trained algorithm to a dataset

    X

    List of data instances

    returns

    List of predictions

  4. abstract def train(X: List[List[Double]]): Unit

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    Performs the training of the classifier

    Performs the training of the classifier

    X

    List of training instances

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

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  2. final def ##(): Int

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  6. def diagnostics(): Map[String, List[(Double, Double)]]

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    Provides meta-information on the algorithm

    Provides meta-information on the algorithm

    returns

    Map object of metric names and metric values

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

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  8. def equals(arg0: Any): Boolean

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