Class

org.apache.spark.ml.odkl.hyperopt

StableOrderParamGridBuilder

Related Doc: package hyperopt

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class StableOrderParamGridBuilder extends AnyRef

Builder for a param grid used in grid search-based model selection. This builder provdes stable order and thus might be reliablly used with persist temp models feature

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Instance Constructors

  1. new StableOrderParamGridBuilder()

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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. def addFilter(filter: (ParamMap) ⇒ Boolean): StableOrderParamGridBuilder.this.type

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    Used to suppress certain tree branches from search.

    Used to suppress certain tree branches from search. Configuration must satisfy all the filters in order to be included.

    filter

    Functions taking the whole configuration and telling if it is valid (true) or not (false)

  5. def addGrid(param: BooleanParam): StableOrderParamGridBuilder.this.type

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    Adds a boolean param with true and false.

    Adds a boolean param with true and false.

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    @Since( "1.2.0" )
  6. def addGrid(param: LongParam, values: Array[Long]): StableOrderParamGridBuilder.this.type

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    Adds a long param with multiple values.

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

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    Adds a float param with multiple values.

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

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    Adds an int param with multiple values.

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

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    Adds a double param with multiple values.

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

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

  11. final def asInstanceOf[T0]: T0

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  12. def baseOn(paramPairs: ParamPair[_]*): StableOrderParamGridBuilder.this.type

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    Sets the given parameters in this grid to fixed values.

  13. def baseOn(paramMap: ParamMap): StableOrderParamGridBuilder.this.type

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    Sets the given parameters in this grid to fixed values.

  14. def build(): Array[ParamMap]

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

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

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    @Since( "1.2.0" )
  15. def clone(): AnyRef

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

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  17. def equals(arg0: Any): Boolean

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  18. def finalize(): Unit

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

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  20. def hashCode(): Int

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  21. final def isInstanceOf[T0]: Boolean

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

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  23. final def notify(): Unit

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  24. final def notifyAll(): Unit

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

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  26. def toString(): String

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  27. final def wait(): Unit

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

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

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