Class/Object

ai.h2o.sparkling.ml.algos

H2OAutoML

Related Docs: object H2OAutoML | package algos

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class H2OAutoML extends Estimator[H2OMOJOModel] with H2OAlgoCommonUtils with DefaultParamsWritable with H2OAutoMLParams with RestCommunication

H2O AutoML algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2OAutoMLParams, HasMonotoneConstraints, H2OAutoMLStoppingCriteriaParams, H2OAutoMLInputParams, HasBlendingDataFrame, HasLeaderboardDataFrame, HasIgnoredCols, H2OAutoMLBuildModelsParams, H2OAutoMLBuildControlParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, H2OFrameLifecycle, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAutoMLClassifier, H2OAutoMLRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OAutoML
  2. H2OAutoMLParams
  3. HasMonotoneConstraints
  4. H2OAutoMLStoppingCriteriaParams
  5. H2OAutoMLInputParams
  6. HasBlendingDataFrame
  7. HasLeaderboardDataFrame
  8. HasIgnoredCols
  9. H2OAutoMLBuildModelsParams
  10. H2OAutoMLBuildControlParams
  11. H2OAlgoParamsBase
  12. ParameterConstructorMethods
  13. H2OAlgorithmCommonParams
  14. H2OAlgorithmMOJOParams
  15. H2OCommonParams
  16. H2OBaseMOJOParams
  17. HasDataFrameSerializer
  18. DefaultParamsWritable
  19. MLWritable
  20. H2OAlgoCommonUtils
  21. H2OFrameLifecycle
  22. EstimatorCommonUtils
  23. RestCommunication
  24. RestEncodingUtils
  25. Logging
  26. Estimator
  27. PipelineStage
  28. Logging
  29. Params
  30. Serializable
  31. Serializable
  32. Identifiable
  33. AnyRef
  34. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OAutoML()

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  2. new H2OAutoML(uid: String)

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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

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. val balanceClasses: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  7. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  8. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  9. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

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    Definition Classes
    RestCommunication

  10. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  11. final def clear(param: Param[_]): H2OAutoML.this.type

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    Definition Classes
    Params

  12. def clone(): AnyRef

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

  13. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  14. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  15. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  16. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  17. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  18. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  19. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  20. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. def copy(extra: ParamMap): H2OAutoML.this.type

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    Definition Classes
    H2OAutoML → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  23. val customDistributionFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  24. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  25. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

  27. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  28. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  29. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  30. val distribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  31. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  32. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  33. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

  34. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  36. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  37. val excludeAlgos: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    Params

  39. def explainParams(): String

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    Definition Classes
    Params

  40. val exploitationRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

  41. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  42. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  44. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  45. def finalize(): Unit

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

  46. def fit(dataset: Dataset[_]): H2OMOJOModel

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    Definition Classes
    H2OAutoML → Estimator

  47. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  48. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  49. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

  50. def floatParam(name: String, doc: String): FloatParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  51. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    Params

  53. def getAllModels(): Array[H2OMOJOModel]

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  54. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  55. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  56. def getBlendingDataFrame(): DataFrame

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    Definition Classes
    HasBlendingDataFrame

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

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    Definition Classes
    AnyRef → Any

  58. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OAutoMLBuildControlParams

  59. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  60. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  61. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  62. def getCustomDistributionFunc(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  63. def getCustomMetricFunc(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  64. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  66. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  67. def getDistribution(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  68. def getExcludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLBuildModelsParams

  69. def getExploitationRatio(): Double

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    Definition Classes
    H2OAutoMLBuildModelsParams

  70. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  71. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  72. def getFoldCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  73. def getHuberAlpha(): Double

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    Definition Classes
    H2OAutoMLBuildControlParams

  74. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  75. def getIncludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLBuildModelsParams

  76. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  77. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  78. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  79. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  80. def getLabelCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  81. def getLeaderboard(extraColumns: Array[String]): DataFrame

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  82. def getLeaderboard(extraColumns: ArrayList[String]): DataFrame

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  83. def getLeaderboard(extraColumns: String*): DataFrame

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  84. def getLeaderboardDataFrame(): DataFrame

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    Definition Classes
    HasLeaderboardDataFrame

  85. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OAutoMLBuildControlParams

  86. def getMaxModels(): Int

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  87. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  88. def getMaxRuntimeSecsPerModel(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  89. def getMonotoneConstraints(): Map[String, Double]

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    Definition Classes
    HasMonotoneConstraints

  90. def getNfolds(): Int

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  93. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  94. def getProjectName(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  95. def getQuantileAlpha(): Double

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    Definition Classes
    H2OAutoMLBuildControlParams

  96. def getSeed(): Long

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  97. def getSortMetric(): String

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    Definition Classes
    H2OAutoMLInputParams

  98. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  99. def getStoppingMetric(): String

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  100. def getStoppingRounds(): Int

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  101. def getStoppingTolerance(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  102. def getTweediePower(): Double

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    Definition Classes
    H2OAutoMLBuildControlParams

  103. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  104. def getWeightCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  105. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  106. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  107. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  109. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  110. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  111. val huberAlpha: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  112. val includeAlgos: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

  113. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  114. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  115. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  116. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

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    Definition Classes
    RestCommunication

  117. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  118. def intParam(name: String, doc: String): IntParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  120. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  121. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  123. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  124. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  125. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  126. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  127. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  128. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  129. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  130. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  131. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  132. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  133. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  134. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  135. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  136. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  137. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  138. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  139. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  140. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  141. def longParam(name: String, doc: String): LongParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  142. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  143. val maxModels: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  144. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  145. val maxRuntimeSecsPerModel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    AnyRef

  147. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  148. final def notify(): Unit

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    Definition Classes
    AnyRef

  149. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  150. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  151. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  152. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  153. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  154. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  155. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  156. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  157. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  158. def nullableStringParam(name: String, doc: String): NullableStringParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  159. def param[T](name: String, doc: String): Param[T]

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  161. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  162. val projectName: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  163. val quantileAlpha: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  164. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  165. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

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    Attributes
    protected
    Definition Classes
    RestCommunication

  166. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  167. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  168. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  169. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  170. final def set(paramPair: ParamPair[_]): H2OAutoML.this.type

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    Attributes
    protected
    Definition Classes
    Params

  171. final def set(param: String, value: Any): H2OAutoML.this.type

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    Attributes
    protected
    Definition Classes
    Params

  172. final def set[T](param: Param[T], value: T): H2OAutoML.this.type

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    Definition Classes
    Params

  173. def setBalanceClasses(value: Boolean): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  174. def setBlendingDataFrame(value: DataFrame): H2OAutoML.this.type

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    Definition Classes
    HasBlendingDataFrame

  175. def setClassSamplingFactors(value: Array[Float]): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  176. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoML.this.type

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    Definition Classes
    H2OCommonParams

  177. def setColumnsToCategorical(columns: Array[String]): H2OAutoML.this.type

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    Definition Classes
    H2OCommonParams

  178. def setColumnsToCategorical(first: String, others: String*): H2OAutoML.this.type

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    Definition Classes
    H2OCommonParams

  179. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoML.this.type

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    Definition Classes
    H2OCommonParams

  180. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoML.this.type

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    Definition Classes
    H2OCommonParams

  181. def setCustomDistributionFunc(value: String): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  182. def setCustomMetricFunc(value: String): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  183. def setDataFrameSerializer(fullClassName: String): H2OAutoML.this.type

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    Definition Classes
    H2OBaseMOJOParams

  184. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoML.this.type

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    Attributes
    protected
    Definition Classes
    Params

  185. final def setDefault[T](param: Param[T], value: T): H2OAutoML.this.type

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    Attributes
    protected
    Definition Classes
    Params

  186. def setDetailedPredictionCol(columnName: String): H2OAutoML.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  187. def setDistribution(value: String): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  188. def setExcludeAlgos(value: Array[String]): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildModelsParams

  189. def setExploitationRatio(value: Double): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildModelsParams

  190. def setExportCheckpointsDir(value: String): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  191. def setFeaturesCol(first: String): H2OAutoML.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  192. def setFeaturesCols(columnNames: ArrayList[String]): H2OAutoML.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  193. def setFeaturesCols(columnNames: Array[String]): H2OAutoML.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  194. def setFeaturesCols(first: String, others: String*): H2OAutoML.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  195. def setFoldCol(value: String): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLInputParams

  196. def setHuberAlpha(value: Double): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  197. def setIgnoredCols(value: Array[String]): H2OAutoML.this.type

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    Definition Classes
    HasIgnoredCols

  198. def setIncludeAlgos(value: Array[String]): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildModelsParams

  199. def setKeepBinaryModels(value: Boolean): H2OAutoML.this.type

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    Definition Classes
    H2OCommonParams

  200. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  201. def setKeepCrossValidationModels(value: Boolean): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  202. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  203. def setLabelCol(value: String): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLInputParams

  204. def setLeaderboardDataFrame(value: DataFrame): H2OAutoML.this.type

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    Definition Classes
    HasLeaderboardDataFrame

  205. def setMaxAfterBalanceSize(value: Float): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  206. def setMaxModels(value: Int): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  207. def setMaxRuntimeSecs(value: Double): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  208. def setMaxRuntimeSecsPerModel(value: Double): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  209. def setMonotoneConstraints(value: Map[String, Double]): H2OAutoML.this.type

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    Definition Classes
    HasMonotoneConstraints

  210. def setNfolds(value: Int): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  211. def setPredictionCol(columnName: String): H2OAutoML.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  212. def setProjectName(value: String): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  213. def setQuantileAlpha(value: Double): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  214. def setSeed(value: Long): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  215. def setSortMetric(value: String): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLInputParams

  216. def setSplitRatio(ratio: Double): H2OAutoML.this.type

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    Definition Classes
    H2OCommonParams

  217. def setStoppingMetric(value: String): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  218. def setStoppingRounds(value: Int): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  219. def setStoppingTolerance(value: Double): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  220. def setTweediePower(value: Double): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  221. def setValidationDataFrame(dataFrame: DataFrame): H2OAutoML.this.type

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    Definition Classes
    H2OCommonParams

  222. def setWeightCol(value: String): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLInputParams

  223. def setWithContributions(enabled: Boolean): H2OAutoML.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  224. def setWithLeafNodeAssignments(enabled: Boolean): H2OAutoML.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  225. def setWithStageResults(enabled: Boolean): H2OAutoML.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  226. val sortMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  227. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  228. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  229. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  230. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  231. def stringArrayParam(name: String, doc: String): StringArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  232. def stringParam(name: String, doc: String): Param[String]

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  233. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  234. def stringifyArray(arr: Array[_]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  235. def stringifyMap(map: Map[_, _]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  236. def stringifyPair(pair: Tuple2[_, _]): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  237. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  238. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  240. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  241. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  242. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  243. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAutoML → PipelineStage
    Annotations
    @DeveloperApi()

  244. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  245. val tweediePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  246. val uid: String

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    Definition Classes
    H2OAutoML → HasBlendingDataFrame → HasLeaderboardDataFrame → Identifiable

  247. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  248. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  249. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  252. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  253. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  254. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  255. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  256. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2OAutoMLParams

Inherited from HasMonotoneConstraints

Inherited from H2OAutoMLStoppingCriteriaParams

Inherited from H2OAutoMLInputParams

Inherited from HasBlendingDataFrame

Inherited from HasLeaderboardDataFrame

Inherited from HasIgnoredCols

Inherited from H2OAutoMLBuildModelsParams

Inherited from H2OAutoMLBuildControlParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from H2OFrameLifecycle

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped