Class/Object

au.id.cxd.math.data

DataSet

Related Docs: object DataSet | package data

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class DataSet extends Serializable

The data set class contains the full dataset the number of continuous colums and number of discrete columns.

The data set contains the continuous data first, followed by the discrete data.

Created by cd on 7/05/2016.

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Instance Constructors

  1. new DataSet(data: DenseMatrix[Double], continuousCols: Int, discreteCols: Int, discreteMapping: Map[String, Set[String]], transform: ContinuousTransform)

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Value Members

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

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  2. final def ##(): Int

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

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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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    Attributes
    protected[java.lang]
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    @throws( ... )

  6. val continuousCols: Int

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  7. def convertToClassLabels(featureName: String, indicators: DenseMatrix[Double]): Seq[String]

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    convert an indicator matrix to a set of class labels based on the internal mappings for the supplied feature name

  8. def createPartitions(trainPc: Double, cvPc: Double, testPc: Double): Unit

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    partition the data into the training set, the cross validation set and the test set.

  9. var crossValidateData: DenseMatrix[Double]

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  10. val data: DenseMatrix[Double]

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  11. val discreteCols: Int

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  12. val discreteMapping: Map[String, Set[String]]

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

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  14. def equals(arg0: Any): Boolean

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  15. def finalize(): Unit

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    @throws( classOf[java.lang.Throwable] )

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

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  17. def hashCode(): Int

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  18. final def isInstanceOf[T0]: Boolean

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  19. def makeSet(nrows: Int, data: DenseMatrix[Double]): DenseMatrix[Double]

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    make a random selection of the data for the supplied number of rows.

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

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  21. final def notify(): Unit

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  22. final def notifyAll(): Unit

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  23. var randData: DenseMatrix[Double]

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    reference the random permutation of the data before partitioning.

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

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    Definition Classes
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  25. var testData: DenseMatrix[Double]

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  26. def toString(): String

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  27. var trainData: DenseMatrix[Double]

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  28. final def wait(): Unit

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

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

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Inherited from Serializable

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