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, 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. DefaultParamsWritable
  20. MLWritable
  21. H2OAlgoCommonUtils
  22. H2OFrameLifecycle
  23. EstimatorCommonUtils
  24. RestCommunication
  25. RestEncodingUtils
  26. Logging
  27. Estimator
  28. PipelineStage
  29. Logging
  30. Params
  31. Serializable
  32. Serializable
  33. Identifiable
  34. AnyRef
  35. 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 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
    H2OAlgorithmMOJOParams

  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
    H2OAlgorithmMOJOParams

  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 getAllModels(): Array[H2OMOJOModel]

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    Definition Classes
    H2OAutoML

  50. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  51. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  52. def getBlendingDataFrame(): DataFrame

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    Definition Classes
    HasBlendingDataFrame

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

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    Definition Classes
    AnyRef → Any

  54. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OAutoMLBuildControlParams

  55. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  56. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  57. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  59. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  60. def getExcludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLBuildModelsParams

  61. def getExploitationRatio(): Double

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    Definition Classes
    H2OAutoMLBuildModelsParams

  62. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  63. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  64. def getFoldCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  65. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  66. def getIncludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLBuildModelsParams

  67. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  68. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  69. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  70. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  71. def getLabelCol(): String

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    H2OAutoML

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

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    Definition Classes
    H2OAutoML

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

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    Definition Classes
    H2OAutoML

  75. def getLeaderboardDataFrame(): DataFrame

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    Definition Classes
    HasLeaderboardDataFrame

  76. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OAutoMLBuildControlParams

  77. def getMaxModels(): Int

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  78. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  79. def getMaxRuntimeSecsPerModel(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    HasMonotoneConstraints

  81. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  82. def getNfolds(): Int

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  85. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  86. def getProjectName(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  87. def getSeed(): Long

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  88. def getSortMetric(): String

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    Definition Classes
    H2OAutoMLInputParams

  89. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  90. def getStoppingMetric(): String

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  91. def getStoppingRounds(): Int

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  92. def getStoppingTolerance(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  93. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  94. def getWeightCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  95. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  96. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  97. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  99. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  100. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  101. val includeAlgos: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  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 nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  151. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  152. val projectName: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  153. 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

  154. 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

  155. 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

  156. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  157. def save(path: String): Unit

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

  158. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    HasBlendingDataFrame

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OAutoMLBuildModelsParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    HasLeaderboardDataFrame

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    HasMonotoneConstraints

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

    Permalink
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    H2OAlgorithmCommonParams

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

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

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

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

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  210. val sortMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  211. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  212. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  213. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  214. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  217. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  222. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  224. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  226. def transformSchema(schema: StructType): StructType

    Permalink
    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

    Permalink
    Definition Classes
    H2OAutoMLClassifier → 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

    Permalink
    Definition Classes
    RestCommunication

  230. final val validationDataFrame: NullableDataFrameParam

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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 withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  237. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  238. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  239. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    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 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