Class/Object

org.apache.spark.ml.h2o.algos

H2OAutoML

Related Docs: object H2OAutoML | package algos

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class H2OAutoML extends ai.h2o.sparkling.ml.algos.H2OAutoML

Annotations
@Deprecated
Linear Supertypes
ai.h2o.sparkling.ml.algos.H2OAutoML, H2OAutoMLParams, H2OCommonSupervisedParams, H2OSupervisedMOJOParams, DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OAutoML
  2. H2OAutoML
  3. H2OAutoMLParams
  4. H2OCommonSupervisedParams
  5. H2OSupervisedMOJOParams
  6. DefaultParamsWritable
  7. MLWritable
  8. H2OAlgoCommonUtils
  9. H2OCommonParams
  10. H2OMOJOAlgoSharedParams
  11. Logging
  12. Estimator
  13. PipelineStage
  14. Logging
  15. Params
  16. Serializable
  17. Serializable
  18. Identifiable
  19. AnyRef
  20. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OAutoML(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 val allStringColumnsToCategorical: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. final def clear(param: Param[_]): H2OAutoML.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  10. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  11. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  12. def copy(extra: ParamMap): H2OAutoML.this.type

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    Definition Classes
    H2OAutoML → Estimator → PipelineStage → Params

  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  15. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  17. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  19. def explainParams(): String

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    Definition Classes
    Params

  20. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  22. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  23. def finalize(): Unit

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

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

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    Definition Classes
    H2OAutoML → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

  28. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  30. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams

  31. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OAutoMLParams

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

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    Definition Classes
    AnyRef → Any

  33. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OAutoMLParams

  34. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  35. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  36. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  38. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  39. def getExcludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLParams

  40. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  41. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  42. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  43. def getIgnoredCols(): Array[String]

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    Definition Classes
    H2OAutoMLParams

  44. def getIncludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLParams

  45. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OAutoMLParams

  46. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAutoMLParams

  47. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  48. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OAutoMLParams

  49. def getMaxModels(): Int

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    Definition Classes
    H2OAutoMLParams

  50. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OAutoMLParams

  51. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  52. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  53. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  56. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  57. def getProjectName(): String

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    Definition Classes
    H2OAutoMLParams

  58. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  59. def getSortMetric(): String

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    Definition Classes
    H2OAutoMLParams

  60. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  61. def getStoppingMetric(): String

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    Definition Classes
    H2OAutoMLParams

  62. def getStoppingRounds(): Int

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    Definition Classes
    H2OAutoMLParams

  63. def getStoppingTolerance(): Double

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    Definition Classes
    H2OAutoMLParams

  64. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  65. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  67. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  68. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  70. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  72. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  74. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  75. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  76. var leaderboard: Option[DataFrame]

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    Definition Classes
    H2OAutoML

  77. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  84. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  89. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  91. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  92. final def notify(): Unit

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    Definition Classes
    AnyRef

  93. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  94. final val offsetCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

  96. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  97. def prepareDatasetForFitting(dataset: Dataset[_]): (Frame, Option[Frame], Array[String])

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  98. def save(path: String): Unit

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

  99. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  103. def setAllStringColumnsToCategorical(value: Boolean): H2OAutoML.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLParams

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

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    Definition Classes
    H2OAutoMLParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLParams

  114. def setExcludeAlgos(value: Array[Algo]): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLParams
    Annotations
    @DeprecatedMethod( ... )

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  118. def setFoldCol(columnName: String): H2OAutoML.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLParams

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

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    Definition Classes
    H2OAutoMLParams

  121. def setIncludeAlgos(value: Array[Algo]): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLParams
    Annotations
    @DeprecatedMethod( ... )

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

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    Definition Classes
    H2OAutoMLParams

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

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    Definition Classes
    H2OAutoMLParams

  124. def setLabelCol(columnName: String): H2OAutoML.this.type

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    Definition Classes
    H2OCommonSupervisedParams

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

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    Definition Classes
    H2OAutoMLParams

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

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    Definition Classes
    H2OAutoMLParams

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

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    Definition Classes
    H2OAutoMLParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  130. def setOffsetCol(columnName: String): H2OAutoML.this.type

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    Definition Classes
    H2OCommonSupervisedParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoMLParams

  137. def setStoppingMetric(value: StoppingMetric): H2OAutoML.this.type

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    Definition Classes
    H2OAutoMLParams
    Annotations
    @DeprecatedMethod( "setStoppingMetric(value: String)" )

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

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    Definition Classes
    H2OAutoMLParams

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

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    Definition Classes
    H2OAutoMLParams

  140. def setWeightCol(columnName: String): H2OAutoML.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  142. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    AnyRef

  144. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  145. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OAutoML → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  147. val uid: String

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    Definition Classes
    H2OAutoML → H2OAutoML → Identifiable

  148. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  151. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  152. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  153. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from ai.h2o.sparkling.ml.algos.H2OAutoML

Inherited from H2OAutoMLParams

Inherited from H2OCommonSupervisedParams

Inherited from H2OSupervisedMOJOParams

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

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