Trait

org.apache.spark.ml.h2o.param

H2OAlgoParams

Related Doc: package param

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trait H2OAlgoParams[P <: Parameters] extends H2OAlgoParamsHelper[P]

A trait extracting a shared parameters among all models.

TODO: There are still bunch of parameters defined Model.ModelParameters which need to be ported here

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H2OAlgoParamsHelper[P], Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OAlgoParams
  2. H2OAlgoParamsHelper
  3. Params
  4. Serializable
  5. Serializable
  6. Identifiable
  7. AnyRef
  8. Any
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Type Members

  1. abstract type H2O_SCHEMA

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    Definition Classes
    H2OAlgoParamsHelper

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
    H2OAlgoParamsHelper
  3. abstract def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  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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    protected
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    Params
  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  5. def H2ODistributionParam(name: String): H2ODistributionParam

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  6. final val allStringColumnsToCategorical: BooleanParam

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  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  8. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Definition Classes
    H2OAlgoParamsHelper
  9. def booleanParam(name: String, doc: String): BooleanParam

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    Definition Classes
    H2OAlgoParamsHelper
  10. final def clear(param: Param[_]): H2OAlgoParams.this.type

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    Definition Classes
    Params
  11. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  12. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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    Params
  14. final val distribution: H2ODistributionParam

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  15. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  16. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  17. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

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    Definition Classes
    H2OAlgoParamsHelper
  18. def doubleParam(name: String, doc: String): DoubleParam

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    Definition Classes
    H2OAlgoParamsHelper
  19. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  20. def equals(arg0: Any): Boolean

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    Definition Classes
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  21. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  22. def explainParams(): String

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    Definition Classes
    Params
  23. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  24. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  25. final val featuresCols: StringArrayParam

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  26. def finalize(): Unit

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    protected[java.lang]
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    Annotations
    @throws( classOf[java.lang.Throwable] )
  27. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  28. def getAllStringColumnsToCategorical(): Boolean

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

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    Definition Classes
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  30. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  31. def getDistribution(): DistributionFamily

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  32. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  33. def getFeaturesCols(): Array[String]

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  34. def getH2ODoc(fieldName: String): String

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper
  35. def getKeepCrossValidationFoldAssignment(): Boolean

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  36. def getKeepCrossValidationPredictions(): Boolean

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  37. def getNfolds(): Int

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

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    Definition Classes
    Params
  39. def getParallelizeCrossValidation(): Boolean

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

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    Definition Classes
    Params
  41. def getParams: P

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    Definition Classes
    H2OAlgoParamsHelper
  42. def getPredictionsCol(): String

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  43. def getSeed(): Long

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  44. def getTrainRatio(): Double

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

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    Definition Classes
    Params
  46. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  47. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  48. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  49. def intArrayParam(name: String, doc: String): IntArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  50. def intParam(name: String, doc: Option[String] = None): IntParam

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    Definition Classes
    H2OAlgoParamsHelper
  51. def intParam(name: String, doc: String): BooleanParam

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    Definition Classes
    H2OAlgoParamsHelper
  52. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  53. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  54. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  55. final val keepCrossValidationFoldAssignment: BooleanParam

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  56. final val keepCrossValidationPredictions: BooleanParam

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  57. def longParam(name: String, doc: Option[String] = None): LongParam

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    Definition Classes
    H2OAlgoParamsHelper
  58. def longParam(name: String, doc: String): LongParam

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    Definition Classes
    H2OAlgoParamsHelper
  59. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  60. final val nfolds: IntParam

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  61. final def notify(): Unit

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    Definition Classes
    AnyRef
  62. final def notifyAll(): Unit

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    AnyRef
  63. final val parallelizeCrossValidation: BooleanParam

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  64. def param[T](name: String, doc: Option[String] = None): Param[T]

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    Definition Classes
    H2OAlgoParamsHelper
  65. def param[T](name: String, doc: String): Param[T]

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    Definition Classes
    H2OAlgoParamsHelper
  66. var parameters: P

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    H2OAlgoParamsHelper
  67. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  68. final val predictionCol: Param[String]

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  69. final val ratio: DoubleParam

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  70. final val seed: LongParam

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  71. final def set(paramPair: ParamPair[_]): H2OAlgoParams.this.type

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  72. final def set(param: String, value: Any): H2OAlgoParams.this.type

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  73. final def set[T](param: Param[T], value: T): H2OAlgoParams.this.type

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    Definition Classes
    Params
  74. def setAllStringColumnsToCategorical(transform: Boolean): H2OAlgoParams.this.type

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  75. final def setDefault(paramPairs: ParamPair[_]*): H2OAlgoParams.this.type

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    Attributes
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  76. final def setDefault[T](param: Param[T], value: T): H2OAlgoParams.this.type

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    Params
  77. def setDistribution(value: DistributionFamily): H2OAlgoParams.this.type

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  78. def setFeaturesCol(first: String): H2OAlgoParams.this.type

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  79. def setFeaturesCols(cols: Array[String]): H2OAlgoParams.this.type

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  80. def setFeaturesCols(first: String, others: String*): H2OAlgoParams.this.type

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  81. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAlgoParams.this.type

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  82. def setKeepCrossValidationPredictions(value: Boolean): H2OAlgoParams.this.type

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  83. def setNfolds(value: Int): H2OAlgoParams.this.type

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  84. def setParallelizeCrossValidation(value: Boolean): H2OAlgoParams.this.type

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  85. def setParams(params: P): Unit

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    Definition Classes
    H2OAlgoParamsHelper
  86. def setPredictionsCol(value: String): H2OAlgoParams.this.type

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  87. def setSeed(value: Long): H2OAlgoParams.this.type

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  88. def setTrainRatio(value: Double): H2OAlgoParams.this.type

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  89. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  90. def stringArrayParam(name: String, doc: String): StringArrayParam

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    Definition Classes
    H2OAlgoParamsHelper
  91. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    Definition Classes
    H2OAlgoParamsHelper
  92. def stringParam(name: String, doc: String): Param[String]

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    Definition Classes
    H2OAlgoParamsHelper
  93. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  94. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  95. def updateH2OParams(): Unit

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    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Update H2O params based on provided parameters to Spark Transformer/Estimator

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    protected
  96. final def wait(): Unit

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    Annotations
    @throws( ... )
  97. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  98. final def wait(arg0: Long): Unit

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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 H2OAlgoParamsHelper[P]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

setParam

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