Class/Object

ai.h2o.sparkling.ml.features

H2OAutoEncoder

Related Docs: object H2OAutoEncoder | package features

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class H2OAutoEncoder extends H2OAutoEncoderBase[DeepLearningParameters] with H2OAutoEncoderParams

Linear Supertypes
H2OAutoEncoderParams, HasIgnoredCols, HasInitialWeights, HasInitialBiases, H2OAutoEncoderBase[DeepLearningParameters], HasInputCols, H2OAutoEncoderExtraParams, HasInputColsOnMOJO, SpecificMOJOParameters, HasOutputCol, H2OFeatureEstimator[DeepLearningParameters], H2OFeatureEstimatorBase, H2OEstimator[DeepLearningParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2OAutoEncoder
  2. H2OAutoEncoderParams
  3. HasIgnoredCols
  4. HasInitialWeights
  5. HasInitialBiases
  6. H2OAutoEncoderBase
  7. HasInputCols
  8. H2OAutoEncoderExtraParams
  9. HasInputColsOnMOJO
  10. SpecificMOJOParameters
  11. HasOutputCol
  12. H2OFeatureEstimator
  13. H2OFeatureEstimatorBase
  14. H2OEstimator
  15. DefaultParamsWritable
  16. MLWritable
  17. H2OTrainFramePreparation
  18. H2OAlgoCommonUtils
  19. EstimatorCommonUtils
  20. RestCommunication
  21. RestEncodingUtils
  22. Logging
  23. H2OCommonParams
  24. H2OBaseMOJOParams
  25. HasDataFrameSerializer
  26. H2OAlgoParamsBase
  27. H2OFrameLifecycle
  28. ParameterConstructorMethods
  29. Estimator
  30. PipelineStage
  31. Logging
  32. Params
  33. Serializable
  34. Serializable
  35. Identifiable
  36. AnyRef
  37. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OAutoEncoder()

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  2. new H2OAutoEncoder(uid: String)

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Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

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    Definition Classes
    H2OAlgoParamsBase

Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  5. val activation: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  6. val adaptiveRate: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. val averageActivation: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  9. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  10. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  11. val calculateFeatureImportances: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  12. val categoricalEncoding: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  13. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

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    Definition Classes
    RestCommunication

  14. final def clear(param: Param[_]): H2OAutoEncoder.this.type

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    Definition Classes
    Params

  15. def clone(): AnyRef

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

  16. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  17. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  18. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  19. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  20. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  22. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  23. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. def copy(extra: ParamMap): H2OAutoEncoder.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

  25. def copyExtraParams(to: H2OAutoEncoderExtraParams): Unit

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderExtraParams

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

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    Attributes
    protected
    Definition Classes
    Params

  27. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  28. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderBase → H2OEstimator

  29. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  30. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  33. 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

  34. val diagnostics: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  39. val elasticAveraging: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  40. val elasticAveragingMovingRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  41. val elasticAveragingRegularization: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  42. val epochs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  43. val epsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    AnyRef

  45. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  47. def explainParams(): String

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    Definition Classes
    Params

  48. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  49. val exportWeightsAndBiases: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  50. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  52. val fastMode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  53. def finalize(): Unit

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

  54. def fit(dataset: Dataset[_]): H2OAutoEncoderMOJOModel

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    Definition Classes
    H2OAutoEncoder → H2OAutoEncoderBase → H2OFeatureEstimator → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  59. val forceLoadBalance: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  60. val gainsliftBins: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    Params

  62. def getActivation(): String

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    Definition Classes
    H2OAutoEncoderParams

  63. def getAdaptiveRate(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  64. def getAverageActivation(): Double

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    Definition Classes
    H2OAutoEncoderParams

  65. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  66. def getCalculateFeatureImportances(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  67. def getCategoricalEncoding(): String

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    AnyRef → Any

  69. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  70. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  71. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  72. def getCustomMetricFunc(): String

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    Definition Classes
    H2OAutoEncoderParams

  73. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  75. def getDiagnostics(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  76. def getElasticAveraging(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  77. def getElasticAveragingMovingRate(): Double

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    Definition Classes
    H2OAutoEncoderParams

  78. def getElasticAveragingRegularization(): Double

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    Definition Classes
    H2OAutoEncoderParams

  79. def getEpochs(): Double

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    Definition Classes
    H2OAutoEncoderParams

  80. def getEpsilon(): Double

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    Definition Classes
    H2OAutoEncoderParams

  81. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OAutoEncoderParams

  82. def getExportWeightsAndBiases(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  83. def getFastMode(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  84. def getForceLoadBalance(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  85. def getGainsliftBins(): Int

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    Definition Classes
    H2OAutoEncoderParams

  86. def getHidden(): Array[Int]

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    Definition Classes
    H2OAutoEncoderParams

  87. def getHiddenDropoutRatios(): Array[Double]

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    Definition Classes
    H2OAutoEncoderParams

  88. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  89. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  90. def getInitialBiases(): Array[DenseVector]

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    Definition Classes
    HasInitialBiases

  91. def getInitialWeightDistribution(): String

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    Definition Classes
    H2OAutoEncoderParams

  92. def getInitialWeightScale(): Double

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    Definition Classes
    H2OAutoEncoderParams

  93. def getInitialWeights(): Array[DenseMatrix]

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    Definition Classes
    HasInitialWeights

  94. def getInputCols(): Array[String]

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    Definition Classes
    HasInputColsOnMOJO

  95. def getInputDropoutRatio(): Double

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    Definition Classes
    H2OAutoEncoderParams

  96. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  97. def getL1(): Double

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    Definition Classes
    H2OAutoEncoderParams

  98. def getL2(): Double

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    Definition Classes
    H2OAutoEncoderParams

  99. def getLoss(): String

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    Definition Classes
    H2OAutoEncoderParams

  100. def getMSECol(): String

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    Definition Classes
    H2OAutoEncoderExtraParams

  101. def getMaxCategoricalFeatures(): Int

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    Definition Classes
    H2OAutoEncoderParams

  102. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OAutoEncoderParams

  103. def getMaxW2(): Float

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    Definition Classes
    H2OAutoEncoderParams

  104. def getMiniBatchSize(): Int

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    Definition Classes
    H2OAutoEncoderParams

  105. def getMissingValuesHandling(): String

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    Definition Classes
    H2OAutoEncoderParams

  106. def getModelId(): String

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    Definition Classes
    H2OAutoEncoderParams

  107. def getMomentumRamp(): Double

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    Definition Classes
    H2OAutoEncoderParams

  108. def getMomentumStable(): Double

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    Definition Classes
    H2OAutoEncoderParams

  109. def getMomentumStart(): Double

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    Definition Classes
    H2OAutoEncoderParams

  110. def getNesterovAcceleratedGradient(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    Params

  112. def getOriginalCol(): String

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    Definition Classes
    H2OAutoEncoderExtraParams

  113. def getOutputCol(): String

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    Definition Classes
    HasOutputCol

  114. def getOverwriteWithBestModel(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    Params

  116. def getQuietMode(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  117. def getRate(): Double

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    Definition Classes
    H2OAutoEncoderParams

  118. def getRateAnnealing(): Double

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    Definition Classes
    H2OAutoEncoderParams

  119. def getRateDecay(): Double

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    Definition Classes
    H2OAutoEncoderParams

  120. def getReplicateTrainingData(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  121. def getReproducible(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  122. def getRho(): Double

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    Definition Classes
    H2OAutoEncoderParams

  123. def getScoreDutyCycle(): Double

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    Definition Classes
    H2OAutoEncoderParams

  124. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  125. def getScoreInterval(): Double

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    Definition Classes
    H2OAutoEncoderParams

  126. def getScoreTrainingSamples(): Long

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    Definition Classes
    H2OAutoEncoderParams

  127. def getScoreValidationSamples(): Long

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    Definition Classes
    H2OAutoEncoderParams

  128. def getScoreValidationSampling(): String

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    Definition Classes
    H2OAutoEncoderParams

  129. def getSeed(): Long

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    Definition Classes
    H2OAutoEncoderParams

  130. def getShuffleTrainingData(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  131. def getSingleNodeMode(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  132. def getSparse(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  133. def getSparsityBeta(): Double

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    Definition Classes
    H2OAutoEncoderParams

  134. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  135. def getStandardize(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  136. def getStoppingMetric(): String

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    Definition Classes
    H2OAutoEncoderParams

  137. def getStoppingRounds(): Int

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    Definition Classes
    H2OAutoEncoderParams

  138. def getStoppingTolerance(): Double

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    Definition Classes
    H2OAutoEncoderParams

  139. def getTargetRatioCommToComp(): Double

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    Definition Classes
    H2OAutoEncoderParams

  140. def getTrainSamplesPerIteration(): Long

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    Definition Classes
    H2OAutoEncoderParams

  141. def getUseAllFactorLevels(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  142. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  143. def getWeightCol(): String

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    Definition Classes
    H2OAutoEncoderParams

  144. def getWithMSECol(): Boolean

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    Definition Classes
    H2OAutoEncoderExtraParams

  145. def getWithOriginalCol(): Boolean

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    Definition Classes
    H2OAutoEncoderExtraParams

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

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    Definition Classes
    Params

  147. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  148. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  149. val hidden: IntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  150. val hiddenDropoutRatios: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  151. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  152. val initialWeightDistribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  153. val initialWeightScale: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  155. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  156. val inputCols: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    HasInputColsOnMOJO

  157. val inputDropoutRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  158. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
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    ParameterConstructorMethods

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

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    Definition Classes
    Params

  163. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  164. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  166. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  167. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  168. val l1: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  169. val l2: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  170. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  177. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  183. val loss: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  184. val maxCategoricalFeatures: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  185. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  186. val maxW2: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  187. val miniBatchSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  188. val missingValuesHandling: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  189. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  190. val momentumRamp: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  191. val momentumStable: DoubleParam

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    H2OAutoEncoderParams

  192. val momentumStart: DoubleParam

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    Attributes
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    H2OAutoEncoderParams

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

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    Definition Classes
    AnyRef

  194. val nesterovAcceleratedGradient: BooleanParam

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    Attributes
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    H2OAutoEncoderParams

  195. final def notify(): Unit

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    Definition Classes
    AnyRef

  196. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  197. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

  206. def outputSchema: Seq[StructField]

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    Attributes
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    H2OAutoEncoderExtraParams → H2OFeatureEstimatorBase

  207. val overwriteWithBestModel: BooleanParam

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    Attributes
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    H2OAutoEncoderParams

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

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    Attributes
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    ParameterConstructorMethods

  209. def paramTag: ClassTag[DeepLearningParameters]

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    Attributes
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    H2OAutoEncoderParams

  210. var parameters: DeepLearningParameters

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    Attributes
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    H2OEstimator

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

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    Definition Classes
    Params

  212. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit

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    Attributes
    protected
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    H2OTrainFramePreparation

  213. 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

  214. val quietMode: BooleanParam

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    Attributes
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    H2OAutoEncoderParams

  215. val rate: DoubleParam

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    Attributes
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    H2OAutoEncoderParams

  216. val rateAnnealing: DoubleParam

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    Attributes
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    H2OAutoEncoderParams

  217. val rateDecay: DoubleParam

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    Attributes
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    H2OAutoEncoderParams

  218. 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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    RestCommunication

  219. val replicateTrainingData: BooleanParam

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    H2OAutoEncoderParams

  220. val reproducible: BooleanParam

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    Attributes
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    H2OAutoEncoderParams

  221. 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

  222. val rho: DoubleParam

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    Attributes
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    H2OAutoEncoderParams

  223. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  224. def save(path: String): Unit

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

  225. val scoreDutyCycle: DoubleParam

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    Attributes
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    H2OAutoEncoderParams

  226. val scoreEachIteration: BooleanParam

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    H2OAutoEncoderParams

  227. val scoreInterval: DoubleParam

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    H2OAutoEncoderParams

  228. val scoreTrainingSamples: LongParam

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    H2OAutoEncoderParams

  229. val scoreValidationSamples: LongParam

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    H2OAutoEncoderParams

  230. val scoreValidationSampling: Param[String]

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    Definition Classes
    H2OAutoEncoderParams

  231. val seed: LongParam

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    Attributes
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    H2OAutoEncoderParams

  232. final def set(paramPair: ParamPair[_]): H2OAutoEncoder.this.type

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    Params

  233. final def set(param: String, value: Any): H2OAutoEncoder.this.type

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    Params

  234. final def set[T](param: Param[T], value: T): H2OAutoEncoder.this.type

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    Definition Classes
    Params

  235. def setActivation(value: String): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  236. def setAdaptiveRate(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  237. def setAverageActivation(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  238. def setCalculateFeatureImportances(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  239. def setCategoricalEncoding(value: String): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  240. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoEncoder.this.type

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    Definition Classes
    H2OCommonParams

  241. def setColumnsToCategorical(columns: Array[String]): H2OAutoEncoder.this.type

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    Definition Classes
    H2OCommonParams

  242. def setColumnsToCategorical(first: String, others: String*): H2OAutoEncoder.this.type

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    Definition Classes
    H2OCommonParams

  243. def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OCommonParams

  244. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OCommonParams

  245. def setCustomMetricFunc(value: String): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  246. def setDataFrameSerializer(fullClassName: String): H2OAutoEncoder.this.type

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    Definition Classes
    H2OBaseMOJOParams

  247. final def setDefault(paramPairs: ParamPair[_]*): H2OAutoEncoder.this.type

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    Params

  248. final def setDefault[T](param: Param[T], value: T): H2OAutoEncoder.this.type

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    Params

  249. def setDiagnostics(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  250. def setElasticAveraging(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  251. def setElasticAveragingMovingRate(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  252. def setElasticAveragingRegularization(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  253. def setEpochs(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  254. def setEpsilon(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  255. def setExportCheckpointsDir(value: String): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  256. def setExportWeightsAndBiases(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  257. def setFastMode(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  258. def setForceLoadBalance(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  259. def setGainsliftBins(value: Int): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  260. def setHidden(value: Array[Int]): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  261. def setHiddenDropoutRatios(value: Array[Double]): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  262. def setIgnoreConstCols(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  263. def setIgnoredCols(value: Array[String]): H2OAutoEncoder.this.type

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    Definition Classes
    HasIgnoredCols

  264. def setInitialBiases(value: Array[DenseVector]): H2OAutoEncoder.this.type

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    Definition Classes
    HasInitialBiases

  265. def setInitialWeightDistribution(value: String): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  266. def setInitialWeightScale(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  267. def setInitialWeights(value: Array[DenseMatrix]): H2OAutoEncoder.this.type

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    Definition Classes
    HasInitialWeights

  268. def setInputCols(column: String, otherColumns: String*): H2OAutoEncoder.this.type

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    Definition Classes
    HasInputCols

  269. def setInputCols(columns: Array[String]): H2OAutoEncoder.this.type

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    Definition Classes
    HasInputCols

  270. def setInputDropoutRatio(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  271. def setKeepBinaryModels(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OCommonParams

  272. def setL1(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  273. def setL2(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  274. def setLoss(value: String): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  275. def setMSECol(name: String): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderExtraParams

  276. def setMaxCategoricalFeatures(value: Int): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  277. def setMaxRuntimeSecs(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  278. def setMaxW2(value: Float): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  279. def setMiniBatchSize(value: Int): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  280. def setMissingValuesHandling(value: String): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  281. def setModelId(value: String): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  282. def setMomentumRamp(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  283. def setMomentumStable(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  284. def setMomentumStart(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  285. def setNesterovAcceleratedGradient(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  286. def setOriginalCol(name: String): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderExtraParams

  287. def setOutputCol(name: String): H2OAutoEncoder.this.type

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    Definition Classes
    HasOutputCol

  288. def setOverwriteWithBestModel(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  289. def setQuietMode(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  290. def setRate(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  291. def setRateAnnealing(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  292. def setRateDecay(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  293. def setReplicateTrainingData(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  294. def setReproducible(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  295. def setRho(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  296. def setScoreDutyCycle(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  297. def setScoreEachIteration(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  298. def setScoreInterval(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  299. def setScoreTrainingSamples(value: Long): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  300. def setScoreValidationSamples(value: Long): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  301. def setScoreValidationSampling(value: String): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  302. def setSeed(value: Long): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  303. def setShuffleTrainingData(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  304. def setSingleNodeMode(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  305. def setSparse(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  306. def setSparsityBeta(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  307. def setSplitRatio(ratio: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OCommonParams

  308. def setStandardize(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  309. def setStoppingMetric(value: String): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  310. def setStoppingRounds(value: Int): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  311. def setStoppingTolerance(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  312. def setTargetRatioCommToComp(value: Double): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  313. def setTrainSamplesPerIteration(value: Long): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  314. def setUseAllFactorLevels(value: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  315. def setValidationDataFrame(dataFrame: DataFrame): H2OAutoEncoder.this.type

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    Definition Classes
    H2OCommonParams

  316. def setWeightCol(value: String): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderParams

  317. def setWithMSECol(flag: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderExtraParams

  318. def setWithOriginalCol(flag: Boolean): H2OAutoEncoder.this.type

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    Definition Classes
    H2OAutoEncoderExtraParams

  319. val shuffleTrainingData: BooleanParam

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    Attributes
    protected
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    H2OAutoEncoderParams

  320. val singleNodeMode: BooleanParam

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    Attributes
    protected
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    H2OAutoEncoderParams

  321. val sparse: BooleanParam

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    Attributes
    protected
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    H2OAutoEncoderParams

  322. val sparsityBeta: DoubleParam

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    Attributes
    protected
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    H2OAutoEncoderParams

  323. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  324. val standardize: BooleanParam

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    Attributes
    protected
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    H2OAutoEncoderParams

  325. val stoppingMetric: Param[String]

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    Attributes
    protected
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    H2OAutoEncoderParams

  326. val stoppingRounds: IntParam

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    Attributes
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    H2OAutoEncoderParams

  327. val stoppingTolerance: DoubleParam

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    Attributes
    protected
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    H2OAutoEncoderParams

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

  330. def stringify(value: Any): String

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    Attributes
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    Definition Classes
    RestEncodingUtils

  335. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
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    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  337. val targetRatioCommToComp: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  338. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
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    EstimatorCommonUtils

  341. val trainSamplesPerIteration: LongParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  342. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OFeatureEstimatorBase → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  344. val uid: String

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    Definition Classes
    H2OAutoEncoder → Identifiable

  345. 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

  346. val useAllFactorLevels: BooleanParam

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    Attributes
    protected
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    H2OAutoEncoderParams

  347. def validate(schema: StructType): Unit

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    Attributes
    protected
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    H2OAutoEncoderExtraParams → H2OFeatureEstimatorBase

  348. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    protected
    Definition Classes
    H2OCommonParams

  349. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  352. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  353. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2OAutoEncoderParams

Inherited from HasIgnoredCols

Inherited from HasInitialWeights

Inherited from HasInitialBiases

Inherited from H2OAutoEncoderBase[DeepLearningParameters]

Inherited from HasInputCols

Inherited from H2OAutoEncoderExtraParams

Inherited from HasInputColsOnMOJO

Inherited from SpecificMOJOParameters

Inherited from HasOutputCol

Inherited from H2OFeatureEstimator[DeepLearningParameters]

Inherited from H2OFeatureEstimatorBase

Inherited from H2OEstimator[DeepLearningParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

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