org.apache.spark.ml.tuning

ParamGridBuilder

class ParamGridBuilder extends AnyRef

:: AlphaComponent :: Builder for a param grid used in grid search-based model selection.

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@AlphaComponent()
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Instance Constructors

  1. new ParamGridBuilder()

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. def addGrid(param: BooleanParam): ParamGridBuilder.this.type

    Adds a boolean param with true and false.

  5. def addGrid(param: LongParam, values: Array[Long]): ParamGridBuilder.this.type

    Adds a long param with multiple values.

  6. def addGrid(param: FloatParam, values: Array[Float]): ParamGridBuilder.this.type

    Adds a float param with multiple values.

  7. def addGrid(param: IntParam, values: Array[Int]): ParamGridBuilder.this.type

    Adds a int param with multiple values.

  8. def addGrid(param: DoubleParam, values: Array[Double]): ParamGridBuilder.this.type

    Adds a double param with multiple values.

  9. def addGrid[T](param: Param[T], values: Iterable[T]): ParamGridBuilder.this.type

    Adds a param with multiple values (overwrites if the input param exists).

  10. final def asInstanceOf[T0]: T0

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  11. def baseOn(paramPairs: ParamPair[_]*): ParamGridBuilder.this.type

    Sets the given parameters in this grid to fixed values.

    Sets the given parameters in this grid to fixed values.

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    @varargs()
  12. def baseOn(paramMap: ParamMap): ParamGridBuilder.this.type

    Sets the given parameters in this grid to fixed values.

  13. def build(): Array[ParamMap]

    Builds and returns all combinations of parameters specified by the param grid.

  14. def clone(): AnyRef

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

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  17. def finalize(): Unit

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

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  19. def hashCode(): Int

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  20. final def isInstanceOf[T0]: Boolean

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

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  22. final def notify(): Unit

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  23. final def notifyAll(): Unit

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

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