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. val customMetricFunc: NullableStringParam
    Attributes
    protected
  18. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  19. val distribution: Param[String]
    Attributes
    protected
  20. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  21. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  22. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  23. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  24. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  25. def explainParams(): String
    Definition Classes
    Params
  26. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  27. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  28. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  29. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  30. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  31. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  32. def getBalanceClasses(): Boolean
  33. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  34. def getClassSamplingFactors(): Array[Float]
  35. def getCustomDistributionFunc(): String
  36. def getCustomMetricFunc(): String
  37. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  38. def getDistribution(): String
  39. def getExportCheckpointsDir(): String
  40. def getHuberAlpha(): Double
  41. def getKeepCrossValidationFoldAssignment(): Boolean
  42. def getKeepCrossValidationModels(): Boolean
  43. def getKeepCrossValidationPredictions(): Boolean
  44. def getMaxAfterBalanceSize(): Float
  45. def getNfolds(): Int
  46. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  47. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  48. def getProjectName(): String
  49. def getQuantileAlpha(): Double
  50. def getTweediePower(): Double
  51. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  52. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  53. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  54. val huberAlpha: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  55. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  56. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  57. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  58. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  59. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  60. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  61. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  62. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  63. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  64. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
  65. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  66. val nfolds: IntParam
    Attributes
    protected
  67. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  68. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  69. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  70. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  71. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  72. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  73. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  74. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  75. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  76. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  77. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  78. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  79. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  80. val projectName: NullableStringParam
    Attributes
    protected
  81. val quantileAlpha: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  82. final def set(paramPair: ParamPair[_]): H2OAutoMLBuildControlParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  83. final def set(param: String, value: Any): H2OAutoMLBuildControlParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  84. final def set[T](param: Param[T], value: T): H2OAutoMLBuildControlParams.this.type
    Definition Classes
    Params
  85. def setBalanceClasses(value: Boolean): H2OAutoMLBuildControlParams.this.type
  86. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLBuildControlParams.this.type
  87. def setCustomDistributionFunc(value: String): H2OAutoMLBuildControlParams.this.type
  88. def setCustomMetricFunc(value: String): H2OAutoMLBuildControlParams.this.type
  89. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLBuildControlParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  90. final def setDefault[T](param: Param[T], value: T): H2OAutoMLBuildControlParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  91. def setDistribution(value: String): H2OAutoMLBuildControlParams.this.type
  92. def setExportCheckpointsDir(value: String): H2OAutoMLBuildControlParams.this.type
  93. def setHuberAlpha(value: Double): H2OAutoMLBuildControlParams.this.type
  94. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAutoMLBuildControlParams.this.type
  95. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLBuildControlParams.this.type
  96. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLBuildControlParams.this.type
  97. def setMaxAfterBalanceSize(value: Float): H2OAutoMLBuildControlParams.this.type
  98. def setNfolds(value: Int): H2OAutoMLBuildControlParams.this.type
  99. def setProjectName(value: String): H2OAutoMLBuildControlParams.this.type
  100. def setQuantileAlpha(value: Double): H2OAutoMLBuildControlParams.this.type
  101. def setTweediePower(value: Double): H2OAutoMLBuildControlParams.this.type
  102. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  103. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  104. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  105. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  106. val tweediePower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  107. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  108. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  109. 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