Class

ai.minxiao.ds4s.core.h2o.learning

H2OGridSearcher

Related Doc: package learning

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class H2OGridSearcher extends H2OLearner with Serializable

H2O Grid Searching

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@SerialVersionUID()
Linear Supertypes
H2OLearner, Serializable, Serializable, AnyRef, Any
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Inherited
  1. H2OGridSearcher
  2. H2OLearner
  3. Serializable
  4. Serializable
  5. AnyRef
  6. Any
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Visibility
  1. Public
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Instance Constructors

  1. new H2OGridSearcher(modelType: ModelType.Value, gsParams: Map[ParamType.Value, Array[Any]], gsStrategy: Strategy = Strategy.Cartesian, rndStopCriteria: Map[ParamType.Value, Any] = Map.empty)

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    modelType

    ModelType

    gsParams

    grid search parameters

Value Members

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

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    Definition Classes
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  2. final def ##(): Int

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

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    Definition Classes
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  4. def _mdParams(paramTypeSet: Set[ParamType.Value] = Set()): Parameters

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    paramTypeSet

    excluded key set

    Attributes
    protected
    Definition Classes
    H2OLearner

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
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  6. def clone(): AnyRef

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

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

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    Definition Classes
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  8. def equals(arg0: Any): Boolean

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    Definition Classes
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  9. def finalize(): Unit

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

  10. def fit(train: H2OFrame, respCol: String, valid: Option[H2OFrame] = None, featCols: Option[Array[String]] = None, ignCols: Option[Array[String]] = None, weigCol: Option[String] = None, mdKey: String = "model")(implicit h2oContext: H2OContext): Model[_ <: Model[_, _, _], _ <: Parameters, _ <: Output]

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    fit

    fit

    Definition Classes
    H2OLearner

  11. def fitAndSave(train: H2OFrame, respCol: String, valid: Option[H2OFrame] = None, featCols: Option[Array[String]] = None, ignCols: Option[Array[String]] = None, weigCol: Option[String] = None, mdKey: String = "", mdSaveType: String = "mojo", mdSavePath: String = "", force: Boolean = false)(implicit h2oContext: H2OContext): Model[_ <: Model[_, _, _], _ <: Parameters, _ <: Output]

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    fit

    fit

    Definition Classes
    H2OLearner

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

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    Definition Classes
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  13. def hashCode(): Int

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    Definition Classes
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  14. final def isInstanceOf[T0]: Boolean

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    Definition Classes
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  15. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  16. final def notify(): Unit

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    Definition Classes
    AnyRef

  17. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  18. def params(params: Map[ParamType.Value, Any]): H2OGridSearcher.this.type

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    Definition Classes
    H2OLearner

  19. def params: Map[ParamType.Value, Any]

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    Definition Classes
    H2OLearner

  20. def search(train: H2OFrame, respCol: String, valid: Option[H2OFrame] = None, featCols: Option[Array[String]] = None, ignCols: Option[Array[String]] = None, weigCol: Option[String] = None, mdKey: String = "model")(implicit h2oContext: H2OContext): Grid[_ <: Parameters]

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    fit

  21. def searchAndSave(train: H2OFrame, respCol: String, valid: Option[H2OFrame] = None, featCols: Option[Array[String]] = None, ignCols: Option[Array[String]] = None, weigCol: Option[String] = None, mdKey: String = "", mdSaveType: String = "mojo", mdSavePath: String = "", force: Boolean = false)(implicit h2oContext: H2OContext): Grid[_ <: Parameters]

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    fit

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

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    Definition Classes
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  23. def toString(): String

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    Definition Classes
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  24. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

Inherited from H2OLearner

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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