Trait

org.apache.spark.ml.h2o.models

H2OTreeParams

Related Doc: package models

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trait H2OTreeParams[P <: SharedTreeParameters] extends H2OParams[P]

Linear Supertypes
H2OParams[P], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGBM, H2OGBMParams
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Inherited
  1. H2OTreeParams
  2. H2OParams
  3. Params
  4. Serializable
  5. Serializable
  6. Identifiable
  7. AnyRef
  8. Any
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Visibility
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Type Members

  1. abstract type H2O_SCHEMA

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    Definition Classes
    H2OParams

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract def paramTag: ClassTag[P]

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    Attributes
    protected
    Definition Classes
    H2OParams

  3. abstract def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OParams

  4. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def booleanParam(name: String): BooleanParam

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    Definition Classes
    H2OParams

  7. final val buildTreeOneNode: BooleanParam

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  8. final def clear(param: Param[_]): H2OTreeParams.this.type

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    Definition Classes
    Params

  9. def clone(): AnyRef

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

  10. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  11. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  12. def doc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OParams

  13. def doubleParam(name: String): DoubleParam

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    Definition Classes
    H2OParams

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

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    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  16. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  17. def explainParams(): String

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    Definition Classes
    Params

  18. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  19. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  20. def finalize(): Unit

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

  21. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  23. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  24. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  25. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  26. def getParams: P

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    Definition Classes
    H2OParams

  27. def getTrainKey: String

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    Definition Classes
    H2OParams

  28. def getValidKey: String

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    Definition Classes
    H2OParams

  29. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  30. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  31. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  32. def intParam(name: String): IntParam

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    Definition Classes
    H2OParams

  33. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params

  34. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  35. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params

  36. def longParam(name: String): LongParam

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    Definition Classes
    H2OParams

  37. final val maxDepth: IntParam

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  38. final val minRows: DoubleParam

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  39. final val minSplitImprovement: DoubleParam

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  40. final val nbins: IntParam

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  41. final val nbinsCat: IntParam

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  42. final val nbinsTopLevel: IntParam

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

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    Definition Classes
    AnyRef

  44. final def notify(): Unit

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    Definition Classes
    AnyRef

  45. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  46. final val ntrees: IntParam

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  47. def param[T](name: String): Param[T]

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    Definition Classes
    H2OParams

  48. var parameters: P

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    Attributes
    protected
    Definition Classes
    H2OParams

  49. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  50. final val r2Stopping: DoubleParam

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  51. final val sampleRate: DoubleParam

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  52. final val scoreTreeInterval: IntParam

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  53. final val seed: LongParam

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  54. final def set(paramPair: ParamPair[_]): H2OTreeParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  55. final def set(param: String, value: Any): H2OTreeParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  56. final def set[T](param: Param[T], value: T): H2OTreeParams.this.type

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    Definition Classes
    Params

  57. final def setDefault(paramPairs: ParamPair[_]*): H2OTreeParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  58. final def setDefault[T](param: Param[T], value: T): H2OTreeParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  59. def setParams(params: P): Unit

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    Definition Classes
    H2OParams

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

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    Definition Classes
    AnyRef

  61. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  62. final val trainKey: H2OKeyParam[Frame]

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    Definition Classes
    H2OParams

  63. final val validKey: H2OKeyParam[Frame]

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    Definition Classes
    H2OParams

  64. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Deprecated Value Members

  1. def validateParams(): Unit

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    Definition Classes
    Params
    Annotations
    @deprecated
    Deprecated

    (Since version 2.0.0) Will be removed in 2.1.0. Checks should be merged into transformSchema.

Inherited from H2OParams[P]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

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