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, H2OCommonParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OBaseMOJOParams, 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. H2OCommonParams
  12. H2OAlgoParamsBase
  13. ParameterConstructorMethods
  14. H2OBaseMOJOParams
  15. DefaultParamsWritable
  16. MLWritable
  17. H2OAlgoCommonUtils
  18. H2OFrameLifecycle
  19. EstimatorCommonUtils
  20. RestCommunication
  21. RestEncodingUtils
  22. Logging
  23. Estimator
  24. PipelineStage
  25. Logging
  26. Params
  27. Serializable
  28. Serializable
  29. Identifiable
  30. AnyRef
  31. 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 def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  25. 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

  26. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  32. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  33. val excludeAlgos: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    Params

  35. def explainParams(): String

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    Definition Classes
    Params

  36. val exploitationRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

  37. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  38. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  40. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  41. def finalize(): Unit

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

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

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    Definition Classes
    H2OAutoML → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  47. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    Params

  49. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  50. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  51. def getBlendingDataFrame(): DataFrame

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    Definition Classes
    HasBlendingDataFrame

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

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    Definition Classes
    AnyRef → Any

  53. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OAutoMLBuildControlParams

  54. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  55. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  56. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  58. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  59. def getExcludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLBuildModelsParams

  60. def getExploitationRatio(): Double

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    Definition Classes
    H2OAutoMLBuildModelsParams

  61. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  62. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  63. def getFoldCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  64. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  65. def getIncludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLBuildModelsParams

  66. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  67. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  68. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  69. def getLabelCol(): String

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    Definition Classes
    H2OAutoMLInputParams

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

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

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

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  73. def getLeaderboardDataFrame(): DataFrame

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    Definition Classes
    HasLeaderboardDataFrame

  74. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OAutoMLBuildControlParams

  75. def getMaxModels(): Int

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  76. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  77. def getMaxRuntimeSecsPerModel(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    HasMonotoneConstraints

  79. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  80. def getNfolds(): Int

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  83. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  84. def getProjectName(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  85. def getSeed(): Long

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  86. def getSortMetric(): String

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    Definition Classes
    H2OAutoMLInputParams

  87. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  88. def getStoppingMetric(): String

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  89. def getStoppingRounds(): Int

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  90. def getStoppingTolerance(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  91. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  92. def getWeightCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  93. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  94. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  95. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  97. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  98. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  99. val includeAlgos: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

  100. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  101. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  106. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  107. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  109. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  110. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  111. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  112. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  113. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  114. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  121. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  127. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  128. val maxModels: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  129. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  130. val maxRuntimeSecsPerModel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  131. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  133. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  134. final def notify(): Unit

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    Definition Classes
    AnyRef

  135. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  146. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  147. val projectName: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  148. 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

  149. 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

  150. 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

  151. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  152. def save(path: String): Unit

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

  153. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    HasBlendingDataFrame

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    HasLeaderboardDataFrame

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    HasMonotoneConstraints

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    H2OCommonParams

  201. def setWithDetailedPredictionCol(enabled: Boolean): H2OAutoML.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  204. val sortMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  205. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  206. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  207. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  208. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  211. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  216. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  218. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  220. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAutoML → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  222. val uid: String

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    Definition Classes
    H2OAutoML → HasBlendingDataFrame → HasLeaderboardDataFrame → Identifiable

  223. 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

  224. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  225. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  228. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  229. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  230. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  231. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  232. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  233. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
    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 H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

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