Class/Object

ai.h2o.sparkling.ml.algos.classification

H2OAutoMLClassifier

Related Docs: object H2OAutoMLClassifier | package classification

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class H2OAutoMLClassifier extends H2OAutoML with H2OClassifier

Linear Supertypes
H2OClassifier, H2OAutoML, 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
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  2. By Inheritance
Inherited
  1. H2OAutoMLClassifier
  2. H2OClassifier
  3. H2OAutoML
  4. H2OAutoMLParams
  5. HasMonotoneConstraints
  6. H2OAutoMLStoppingCriteriaParams
  7. H2OAutoMLInputParams
  8. HasBlendingDataFrame
  9. HasLeaderboardDataFrame
  10. HasIgnoredCols
  11. H2OAutoMLBuildModelsParams
  12. H2OAutoMLBuildControlParams
  13. H2OAlgoParamsBase
  14. ParameterConstructorMethods
  15. H2OAlgorithmCommonParams
  16. H2OAlgorithmMOJOParams
  17. H2OCommonParams
  18. H2OBaseMOJOParams
  19. HasDataFrameSerializer
  20. DefaultParamsWritable
  21. MLWritable
  22. H2OAlgoCommonUtils
  23. H2OFrameLifecycle
  24. EstimatorCommonUtils
  25. RestCommunication
  26. RestEncodingUtils
  27. Logging
  28. Estimator
  29. PipelineStage
  30. Logging
  31. Params
  32. Serializable
  33. Serializable
  34. Identifiable
  35. AnyRef
  36. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OAutoMLClassifier()

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  2. new H2OAutoMLClassifier(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[_]): H2OAutoMLClassifier.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): H2OAutoMLClassifier.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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    Definition Classes
    H2OAutoML

  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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    Definition Classes
    H2OAutoML

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

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    Definition Classes
    H2OAutoML

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

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    Definition Classes
    H2OAutoML

  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 getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  84. def getNfolds(): Int

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  87. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  88. def getProjectName(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  89. def getSeed(): Long

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  90. def getSortMetric(): String

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    Definition Classes
    H2OAutoMLInputParams

  91. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  92. def getStoppingMetric(): String

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  93. def getStoppingRounds(): Int

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  94. def getStoppingTolerance(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  95. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  96. def getWeightCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  97. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  98. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  99. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  101. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  102. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  103. val includeAlgos: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  105. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  106. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  111. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  112. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  114. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  115. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  116. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  117. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  118. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  119. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  120. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  127. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  133. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  134. val maxModels: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  135. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  136. val maxRuntimeSecsPerModel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  137. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    AnyRef

  139. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  140. final def notify(): Unit

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    Definition Classes
    AnyRef

  141. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  152. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  153. val projectName: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  154. 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

  155. 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

  156. 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

  157. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  158. def save(path: String): Unit

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

  159. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  160. final def set(paramPair: ParamPair[_]): H2OAutoMLClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  161. final def set(param: String, value: Any): H2OAutoMLClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  162. final def set[T](param: Param[T], value: T): H2OAutoMLClassifier.this.type

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    Definition Classes
    Params

  163. def setBalanceClasses(value: Boolean): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  164. def setBlendingDataFrame(value: DataFrame): H2OAutoMLClassifier.this.type

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    Definition Classes
    HasBlendingDataFrame

  165. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  166. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OCommonParams

  167. def setColumnsToCategorical(columns: Array[String]): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OCommonParams

  168. def setColumnsToCategorical(first: String, others: String*): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OCommonParams

  169. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OCommonParams

  170. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OCommonParams

  171. def setDataFrameSerializer(fullClassName: String): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OBaseMOJOParams

  172. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  173. final def setDefault[T](param: Param[T], value: T): H2OAutoMLClassifier.this.type

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    Attributes
    protected
    Definition Classes
    Params

  174. def setDetailedPredictionCol(columnName: String): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  175. def setExcludeAlgos(value: Array[String]): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLBuildModelsParams

  176. def setExploitationRatio(value: Double): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLBuildModelsParams

  177. def setExportCheckpointsDir(value: String): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  178. def setFeaturesCol(first: String): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  179. def setFeaturesCols(columnNames: ArrayList[String]): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  180. def setFeaturesCols(columnNames: Array[String]): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  181. def setFeaturesCols(first: String, others: String*): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  182. def setFoldCol(value: String): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLInputParams

  183. def setIgnoredCols(value: Array[String]): H2OAutoMLClassifier.this.type

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    Definition Classes
    HasIgnoredCols

  184. def setIncludeAlgos(value: Array[String]): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLBuildModelsParams

  185. def setKeepBinaryModels(value: Boolean): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OCommonParams

  186. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  187. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  188. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  189. def setLabelCol(value: String): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLInputParams

  190. def setLeaderboardDataFrame(value: DataFrame): H2OAutoMLClassifier.this.type

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    Definition Classes
    HasLeaderboardDataFrame

  191. def setMaxAfterBalanceSize(value: Float): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  192. def setMaxModels(value: Int): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  193. def setMaxRuntimeSecs(value: Double): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  194. def setMaxRuntimeSecsPerModel(value: Double): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  195. def setMonotoneConstraints(value: Map[String, Double]): H2OAutoMLClassifier.this.type

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    Definition Classes
    HasMonotoneConstraints

  196. def setNamedMojoOutputColumns(value: Boolean): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  197. def setNfolds(value: Int): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  198. def setPredictionCol(columnName: String): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  199. def setProjectName(value: String): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  200. def setSeed(value: Long): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  201. def setSortMetric(value: String): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLInputParams

  202. def setSplitRatio(ratio: Double): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OCommonParams

  203. def setStoppingMetric(value: String): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  204. def setStoppingRounds(value: Int): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  205. def setStoppingTolerance(value: Double): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  206. def setValidationDataFrame(dataFrame: DataFrame): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OCommonParams

  207. def setWeightCol(value: String): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAutoMLInputParams

  208. def setWithContributions(enabled: Boolean): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  209. def setWithDetailedPredictionCol(enabled: Boolean): H2OAutoMLClassifier.this.type

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

  210. def setWithLeafNodeAssignments(enabled: Boolean): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  211. def setWithStageResults(enabled: Boolean): H2OAutoMLClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  212. val sortMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  213. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  214. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  215. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  216. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  219. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  224. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  226. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  229. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAutoML → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  231. val uid: String

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    Definition Classes
    H2OAutoMLClassifier → H2OAutoML → HasBlendingDataFrame → HasLeaderboardDataFrame → Identifiable

  232. 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

  233. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  234. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  237. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  238. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  239. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  240. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  241. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  242. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OClassifier

Inherited from H2OAutoML

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