com.collective.modelmatrix.transform

BinsTransformer

class BinsTransformer extends Transformer with Binner

Linear Supertypes
Binner, Transformer, AnyRef, Any
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  1. BinsTransformer
  2. Binner
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Visibility
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Instance Constructors

  1. new BinsTransformer(input: @@[DataFrame, Features])

Type Members

  1. case class Bin(low: Double, high: Double, count: Int) extends Product with Serializable

    Attributes
    protected
    Definition Classes
    Binner

  2. class BinnerTargetFunction extends DiffFunction[DenseVector[Double]]

    Attributes
    protected
    Definition Classes
    Binner

  3. case class Quantile(percentile: Double, quantile: Double) extends Product with Serializable

    Attributes
    protected
    Definition Classes
    Binner

  4. case class Scan(columnId: Int = 0, columns: Seq[BinValue] = collection.this.Seq.empty[Nothing]) extends Product with Serializable

    Attributes
    protected

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  7. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef

  9. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  10. def error(bins: Seq[Bin], targetBins: Int): Double

    Mean squared error from ideal split

    Mean squared error from ideal split

    Attributes
    protected
    Definition Classes
    Binner

  11. def featureDataType(feature: String): Option[DataType]

    Attributes
    protected
    Definition Classes
    Transformer

  12. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  13. def fromDiff(diff: Seq[Double]): Seq[Double]

    Attributes
    protected
    Definition Classes
    Binner

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

    Definition Classes
    AnyRef → Any

  15. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  16. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  18. final def notify(): Unit

    Definition Classes
    AnyRef

  19. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  20. def optimalSplit(x: Array[Double], targetBins: Int, minPoints: Int = 0, minPct: Double = 0, maxIter: Int = 100, m: Int = 3): Seq[Bin]

    Definition Classes
    Binner

  21. def quantiles(x: Array[Double])(percentiles: Seq[Double]): Seq[Quantile]

    Attributes
    protected
    Definition Classes
    Binner

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

    Definition Classes
    AnyRef

  23. def toDiff(values: Seq[Double]): Seq[Double]

    Attributes
    protected
    Definition Classes
    Binner

  24. def toString(): String

    Definition Classes
    AnyRef → Any

  25. def transform(feature: TypedModelFeature): Seq[BinColumn]

  26. def validate: PartialFunction[ModelFeature, \/[FeatureTransformationError, TypedModelFeature]]

    Definition Classes
    BinsTransformer → Transformer

  27. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Binner

Inherited from Transformer

Inherited from AnyRef

Inherited from Any

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