t

ai.h2o.sparkling.ml.params

H2OAutoMLBuildControlParams

trait H2OAutoMLBuildControlParams extends H2OAlgoParamsBase

Linear Supertypes
H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAutoML, H2OAutoMLClassifier, H2OAutoMLRegressor, H2OAutoMLParams
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OAutoMLBuildControlParams
  2. H2OAlgoParamsBase
  3. H2OFrameLifecycle
  4. ParameterConstructorMethods
  5. Params
  6. Serializable
  7. Serializable
  8. Identifiable
  9. AnyRef
  10. Any
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Visibility
  1. Public
  2. All

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val balanceClasses: BooleanParam
    Attributes
    protected
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  8. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
  9. final def clear(param: Param[_]): H2OAutoMLBuildControlParams.this.type
    Definition Classes
    Params
  10. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  11. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  12. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  13. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  14. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  15. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. val customDistributionFunc: NullableStringParam
    Attributes
    protected
  17. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  18. val distribution: Param[String]
    Attributes
    protected
  19. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  20. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  21. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  22. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  23. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  24. def explainParams(): String
    Definition Classes
    Params
  25. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  26. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  27. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  28. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  29. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  30. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  31. def getBalanceClasses(): Boolean
  32. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  33. def getClassSamplingFactors(): Array[Float]
  34. def getCustomDistributionFunc(): String
  35. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  36. def getDistribution(): String
  37. def getExportCheckpointsDir(): String
  38. def getHuberAlpha(): Double
  39. def getKeepCrossValidationFoldAssignment(): Boolean
  40. def getKeepCrossValidationModels(): Boolean
  41. def getKeepCrossValidationPredictions(): Boolean
  42. def getMaxAfterBalanceSize(): Float
  43. def getNfolds(): Int
  44. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  45. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  46. def getProjectName(): String
  47. def getQuantileAlpha(): Double
  48. def getTweediePower(): Double
  49. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  50. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  51. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  52. val huberAlpha: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  53. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  54. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  55. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  56. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  57. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  58. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  59. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  60. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  61. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  62. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
  63. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  64. val nfolds: IntParam
    Attributes
    protected
  65. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  66. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  67. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  68. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  69. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  70. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  71. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  72. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  73. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  74. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  75. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  76. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  77. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  78. val projectName: NullableStringParam
    Attributes
    protected
  79. val quantileAlpha: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  80. final def set(paramPair: ParamPair[_]): H2OAutoMLBuildControlParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  81. final def set(param: String, value: Any): H2OAutoMLBuildControlParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  82. final def set[T](param: Param[T], value: T): H2OAutoMLBuildControlParams.this.type
    Definition Classes
    Params
  83. def setBalanceClasses(value: Boolean): H2OAutoMLBuildControlParams.this.type
  84. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLBuildControlParams.this.type
  85. def setCustomDistributionFunc(value: String): H2OAutoMLBuildControlParams.this.type
  86. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLBuildControlParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  87. final def setDefault[T](param: Param[T], value: T): H2OAutoMLBuildControlParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  88. def setDistribution(value: String): H2OAutoMLBuildControlParams.this.type
  89. def setExportCheckpointsDir(value: String): H2OAutoMLBuildControlParams.this.type
  90. def setHuberAlpha(value: Double): H2OAutoMLBuildControlParams.this.type
  91. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAutoMLBuildControlParams.this.type
  92. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLBuildControlParams.this.type
  93. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLBuildControlParams.this.type
  94. def setMaxAfterBalanceSize(value: Float): H2OAutoMLBuildControlParams.this.type
  95. def setNfolds(value: Int): H2OAutoMLBuildControlParams.this.type
  96. def setProjectName(value: String): H2OAutoMLBuildControlParams.this.type
  97. def setQuantileAlpha(value: Double): H2OAutoMLBuildControlParams.this.type
  98. def setTweediePower(value: Double): H2OAutoMLBuildControlParams.this.type
  99. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  100. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  101. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  102. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  103. val tweediePower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  104. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  105. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  106. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped