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, HasIgnoredCols, H2OAutoMLBuildModelsParams, H2OAutoMLBuildControlParams, H2OCommonParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OBaseMOJOParams, DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, 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. HasIgnoredCols
  9. H2OAutoMLBuildModelsParams
  10. H2OAutoMLBuildControlParams
  11. H2OCommonParams
  12. H2OAlgoParamsBase
  13. ParameterConstructorMethods
  14. H2OBaseMOJOParams
  15. DefaultParamsWritable
  16. MLWritable
  17. H2OAlgoCommonUtils
  18. EstimatorCommonUtils
  19. RestCommunication
  20. RestEncodingUtils
  21. Logging
  22. Estimator
  23. PipelineStage
  24. Logging
  25. Params
  26. Serializable
  27. Serializable
  28. Identifiable
  29. AnyRef
  30. 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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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
    H2OBaseMOJOParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  32. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  33. val excludeAlgos: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    Params

  35. def explainParams(): String

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    Definition Classes
    Params

  36. val exploitationRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

  37. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  38. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  40. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  41. def finalize(): Unit

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

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

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    Definition Classes
    H2OAutoML → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  47. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    Params

  49. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  50. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

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

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    Definition Classes
    AnyRef → Any

  52. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OAutoMLBuildControlParams

  53. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  54. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  55. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  57. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  58. def getExcludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLBuildModelsParams

  59. def getExploitationRatio(): Double

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    Definition Classes
    H2OAutoMLBuildModelsParams

  60. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  61. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  62. def getFoldCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  63. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  64. def getIncludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLBuildModelsParams

  65. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  66. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  67. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  68. def getLabelCol(): String

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    H2OAutoML

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

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    Definition Classes
    H2OAutoML

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

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    Definition Classes
    H2OAutoML

  72. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OAutoMLBuildControlParams

  73. def getMaxModels(): Int

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  74. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  75. def getMaxRuntimeSecsPerModel(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    HasMonotoneConstraints

  77. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  78. def getNfolds(): Int

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  81. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  82. def getProjectName(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  83. def getSeed(): Long

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  84. def getSortMetric(): String

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    Definition Classes
    H2OAutoMLInputParams

  85. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  86. def getStoppingMetric(): String

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  87. def getStoppingRounds(): Int

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  88. def getStoppingTolerance(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  89. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  90. def getWeightCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  91. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  92. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  93. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  95. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  96. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  97. val includeAlgos: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

  98. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  99. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  104. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  105. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  107. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  108. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  109. val keepCrossValidationModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  110. val keepCrossValidationPredictions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  111. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  112. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  119. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  125. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  126. val maxModels: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  127. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  128. val maxRuntimeSecsPerModel: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  129. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  131. val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  132. final def notify(): Unit

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    Definition Classes
    AnyRef

  133. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  143. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  144. val projectName: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  145. 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

  146. 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

  147. 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

  148. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  149. def save(path: String): Unit

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

  150. val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    HasMonotoneConstraints

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    H2OCommonParams

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

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

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  199. val sortMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  200. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  201. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  202. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  203. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  206. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  211. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  213. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  215. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAutoML → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  217. val uid: String

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    Definition Classes
    H2OAutoMLClassifier → H2OAutoML → Identifiable

  218. 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

  219. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  220. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  223. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  224. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  225. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  226. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  227. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  228. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OClassifier

Inherited from H2OAutoML

Inherited from H2OAutoMLParams

Inherited from HasMonotoneConstraints

Inherited from H2OAutoMLStoppingCriteriaParams

Inherited from H2OAutoMLInputParams

Inherited from HasIgnoredCols

Inherited from H2OAutoMLBuildModelsParams

Inherited from H2OAutoMLBuildControlParams

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from 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