Trait

ai.h2o.sparkling.ml.params

H2OAutoMLParams

Related Doc: package params

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trait H2OAutoMLParams extends H2OCommonParams with H2OAutoMLBuildControlParams with H2OAutoMLBuildModelsParams with H2OAutoMLInputParams with H2OAutoMLStoppingCriteriaParams with HasMonotoneConstraints

Linear Supertypes
HasMonotoneConstraints, H2OAutoMLStoppingCriteriaParams, H2OAutoMLInputParams, HasIgnoredCols, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OAutoMLBuildModelsParams, H2OAutoMLBuildControlParams, H2OCommonParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAutoML, H2OAutoMLClassifier, H2OAutoMLRegressor
Ordering
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  2. By Inheritance
Inherited
  1. H2OAutoMLParams
  2. HasMonotoneConstraints
  3. H2OAutoMLStoppingCriteriaParams
  4. H2OAutoMLInputParams
  5. HasIgnoredCols
  6. H2OAlgoCommonUtils
  7. EstimatorCommonUtils
  8. RestCommunication
  9. RestEncodingUtils
  10. H2OAutoMLBuildModelsParams
  11. H2OAutoMLBuildControlParams
  12. H2OCommonParams
  13. H2OAlgoParamsBase
  14. ParameterConstructorMethods
  15. H2OBaseMOJOParams
  16. Logging
  17. Logging
  18. Params
  19. Serializable
  20. Serializable
  21. Identifiable
  22. AnyRef
  23. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete 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[_]): H2OAutoMLParams.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 copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
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    Definition Classes
    Params

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

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    Attributes
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    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  24. 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

  25. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Attributes
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    Definition Classes
    ParameterConstructorMethods

  27. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  31. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  32. val excludeAlgos: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

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

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    Definition Classes
    Params

  34. def explainParams(): String

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    Definition Classes
    Params

  35. val exploitationRatio: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

  36. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  37. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  39. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  40. def finalize(): Unit

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

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

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    Attributes
    protected
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    ParameterConstructorMethods

  42. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

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

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    Definition Classes
    Params

  44. def getBalanceClasses(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  45. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

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

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    Definition Classes
    AnyRef → Any

  47. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2OAutoMLBuildControlParams

  48. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  49. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  50. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  52. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  53. def getExcludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLBuildModelsParams

  54. def getExploitationRatio(): Double

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    Definition Classes
    H2OAutoMLBuildModelsParams

  55. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  56. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  57. def getFoldCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  58. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  59. def getIncludeAlgos(): Array[String]

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    Definition Classes
    H2OAutoMLBuildModelsParams

  60. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  61. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  62. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAutoMLBuildControlParams

  63. def getLabelCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  64. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2OAutoMLBuildControlParams

  65. def getMaxModels(): Int

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  66. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  67. def getMaxRuntimeSecsPerModel(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Definition Classes
    HasMonotoneConstraints

  69. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  70. def getNfolds(): Int

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    Definition Classes
    H2OAutoMLBuildControlParams

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  73. def getPredictionCol(): String

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    Definition Classes
    H2OBaseMOJOParams

  74. def getProjectName(): String

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    Definition Classes
    H2OAutoMLBuildControlParams

  75. def getSeed(): Long

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  76. def getSortMetric(): String

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    Definition Classes
    H2OAutoMLInputParams

  77. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  78. def getStoppingMetric(): String

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  79. def getStoppingRounds(): Int

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  80. def getStoppingTolerance(): Double

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  81. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  82. def getWeightCol(): String

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    Definition Classes
    H2OAutoMLInputParams

  83. def getWithContributions(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  84. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  85. def getWithStageResults(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  87. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  88. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  89. val includeAlgos: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildModelsParams

  90. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  91. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    Definition Classes
    Params

  96. final def isInstanceOf[T0]: Boolean

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    Any

  97. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  99. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  100. val keepCrossValidationFoldAssignment: BooleanParam

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    Attributes
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    Definition Classes
    H2OAutoMLBuildControlParams

  101. val keepCrossValidationModels: BooleanParam

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    H2OAutoMLBuildControlParams

  102. val keepCrossValidationPredictions: BooleanParam

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    Attributes
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    H2OAutoMLBuildControlParams

  103. val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  104. def log: Logger

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    Attributes
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    Logging

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

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    Attributes
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    Logging

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

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    Logging

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

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    Attributes
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    Logging

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

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    Logging

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

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    Attributes
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    Logging

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

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    Logging

  111. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Attributes
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    Logging

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

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    ParameterConstructorMethods

  117. val maxAfterBalanceSize: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  118. val maxModels: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  119. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  120. val maxRuntimeSecsPerModel: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  121. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    AnyRef

  123. val nfolds: IntParam

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    Attributes
    protected
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    H2OAutoMLBuildControlParams

  124. final def notify(): Unit

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    Definition Classes
    AnyRef

  125. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    Definition Classes
    Params

  135. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  136. val projectName: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLBuildControlParams

  137. 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

  138. 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
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    RestCommunication

  139. 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

  140. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  141. val seed: LongParam

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    Attributes
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    H2OAutoMLStoppingCriteriaParams

  142. final def set(paramPair: ParamPair[_]): H2OAutoMLParams.this.type

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    Params

  143. final def set(param: String, value: Any): H2OAutoMLParams.this.type

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    Params

  144. final def set[T](param: Param[T], value: T): H2OAutoMLParams.this.type

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    Definition Classes
    Params

  145. def setBalanceClasses(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  146. def setClassSamplingFactors(value: Array[Float]): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  147. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  148. def setColumnsToCategorical(columns: Array[String]): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  149. def setColumnsToCategorical(first: String, others: String*): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  150. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  151. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  152. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoMLParams.this.type

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    Attributes
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    Params

  153. final def setDefault[T](param: Param[T], value: T): H2OAutoMLParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  154. def setDetailedPredictionCol(columnName: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  155. def setExcludeAlgos(value: Array[String]): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildModelsParams

  156. def setExploitationRatio(value: Double): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildModelsParams

  157. def setExportCheckpointsDir(value: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  158. def setFeaturesCol(first: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  159. def setFeaturesCols(columnNames: ArrayList[String]): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  160. def setFeaturesCols(columnNames: Array[String]): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  161. def setFeaturesCols(first: String, others: String*): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  162. def setFoldCol(value: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLInputParams

  163. def setIgnoredCols(value: Array[String]): H2OAutoMLParams.this.type

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    Definition Classes
    HasIgnoredCols

  164. def setIncludeAlgos(value: Array[String]): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildModelsParams

  165. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  166. def setKeepCrossValidationModels(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  167. def setKeepCrossValidationPredictions(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  168. def setLabelCol(value: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLInputParams

  169. def setMaxAfterBalanceSize(value: Float): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  170. def setMaxModels(value: Int): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  171. def setMaxRuntimeSecs(value: Double): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  172. def setMaxRuntimeSecsPerModel(value: Double): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  173. def setMonotoneConstraints(value: Map[String, Double]): H2OAutoMLParams.this.type

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    Definition Classes
    HasMonotoneConstraints

  174. def setNamedMojoOutputColumns(value: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  175. def setNfolds(value: Int): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  176. def setPredictionCol(columnName: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  177. def setProjectName(value: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLBuildControlParams

  178. def setSeed(value: Long): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  179. def setSortMetric(value: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLInputParams

  180. def setSplitRatio(ratio: Double): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  181. def setStoppingMetric(value: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  182. def setStoppingRounds(value: Int): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  183. def setStoppingTolerance(value: Double): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  184. def setValidationDataFrame(dataFrame: DataFrame): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  185. def setWeightCol(value: String): H2OAutoMLParams.this.type

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    Definition Classes
    H2OAutoMLInputParams

  186. def setWithContributions(enabled: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  187. def setWithDetailedPredictionCol(enabled: Boolean): H2OAutoMLParams.this.type

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

  188. def setWithLeafNodeAssignments(enabled: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  189. def setWithStageResults(enabled: Boolean): H2OAutoMLParams.this.type

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    Definition Classes
    H2OCommonParams

  190. val sortMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  191. final val splitRatio: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  192. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  193. val stoppingRounds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

  194. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLStoppingCriteriaParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  197. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  202. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  204. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  206. 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

  207. final val validationDataFrame: NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  208. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  211. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoMLInputParams

  212. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  213. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  214. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  215. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from HasMonotoneConstraints

Inherited from H2OAutoMLStoppingCriteriaParams

Inherited from H2OAutoMLInputParams

Inherited from HasIgnoredCols

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OAutoMLBuildModelsParams

Inherited from H2OAutoMLBuildControlParams

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped