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. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  26. 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

  27. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  33. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  34. val excludeAlgos: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    Params

  36. def explainParams(): String

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    Definition Classes
    Params

  37. val exploitationRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

  38. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  39. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  41. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  42. def finalize(): Unit

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

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

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    Definition Classes
    H2OAutoML → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  48. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    Params

  50. def getAllModels(): Array[H2OMOJOModel]

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  51. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  52. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  53. def getBlendingDataFrame(): DataFrame

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    Definition Classes
    HasBlendingDataFrame

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

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    Definition Classes
    AnyRef → Any

  55. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OAutoMLBuildControlParams

  56. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  57. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  58. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  59. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  61. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  62. def getExcludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLBuildModelsParams

  63. def getExploitationRatio(): Double

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    Definition Classes
    H2OAutoMLBuildModelsParams

  64. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  65. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  66. def getFoldCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  67. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  68. def getIncludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLBuildModelsParams

  69. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  70. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  71. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  72. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  73. def getLabelCol(): String

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    Definition Classes
    H2OAutoMLInputParams

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

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

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

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  77. def getLeaderboardDataFrame(): DataFrame

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    Definition Classes
    HasLeaderboardDataFrame

  78. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OAutoMLBuildControlParams

  79. def getMaxModels(): Int

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  80. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  81. def getMaxRuntimeSecsPerModel(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    HasMonotoneConstraints

  83. def getNfolds(): Int

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  86. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  87. def getProjectName(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  88. def getSeed(): Long

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  89. def getSortMetric(): String

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    Definition Classes
    H2OAutoMLInputParams

  90. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  91. def getStoppingMetric(): String

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  92. def getStoppingRounds(): Int

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  93. def getStoppingTolerance(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  94. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  95. def getWeightCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  96. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  97. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  98. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  100. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  101. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  102. val includeAlgos: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

  103. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  104. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  109. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  110. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  112. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  113. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  114. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  115. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  116. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  117. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  118. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  125. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  131. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  132. val maxModels: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  133. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  134. val maxRuntimeSecsPerModel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  135. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  137. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  138. final def notify(): Unit

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    Definition Classes
    AnyRef

  139. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  150. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  151. val projectName: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  152. 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

  153. 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

  154. 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

  155. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  156. def save(path: String): Unit

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

  157. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    HasBlendingDataFrame

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    HasLeaderboardDataFrame

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    HasMonotoneConstraints

  194. def setNamedMojoOutputColumns(value: Boolean): H2OAutoML.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

  209. val sortMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  210. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  211. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  212. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  213. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  216. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  221. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  223. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  226. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAutoML → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  228. val uid: String

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    Definition Classes
    H2OAutoML → HasBlendingDataFrame → HasLeaderboardDataFrame → Identifiable

  229. 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

  230. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  231. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  234. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  235. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  236. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  237. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  238. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

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