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, 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. H2OAlgoParamsBase
  26. H2OFrameLifecycle
  27. ParameterConstructorMethods
  28. Estimator
  29. PipelineStage
  30. Logging
  31. Params
  32. Serializable
  33. Serializable
  34. Identifiable
  35. AnyRef
  36. 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. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  31. 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

  32. val diagnostics: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  37. val elasticAveraging: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  38. val elasticAveragingMovingRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  39. val elasticAveragingRegularization: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  40. val epochs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  41. val epsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    AnyRef

  43. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  45. def explainParams(): String

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    Definition Classes
    Params

  46. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  47. val exportWeightsAndBiases: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  48. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  50. val fastMode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  51. def finalize(): Unit

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

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

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    Definition Classes
    H2OAutoEncoder → H2OAutoEncoderBase → H2OFeatureEstimator → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  57. val forceLoadBalance: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    Params

  59. def getActivation(): String

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    Definition Classes
    H2OAutoEncoderParams

  60. def getAdaptiveRate(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  61. def getAverageActivation(): Double

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    Definition Classes
    H2OAutoEncoderParams

  62. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  63. def getCalculateFeatureImportances(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  64. def getCategoricalEncoding(): String

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    AnyRef → Any

  66. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  67. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  68. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

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

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    Definition Classes
    Params

  70. def getDiagnostics(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  71. def getElasticAveraging(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  72. def getElasticAveragingMovingRate(): Double

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    Definition Classes
    H2OAutoEncoderParams

  73. def getElasticAveragingRegularization(): Double

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    Definition Classes
    H2OAutoEncoderParams

  74. def getEpochs(): Double

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    Definition Classes
    H2OAutoEncoderParams

  75. def getEpsilon(): Double

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    Definition Classes
    H2OAutoEncoderParams

  76. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OAutoEncoderParams

  77. def getExportWeightsAndBiases(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  78. def getFastMode(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  79. def getForceLoadBalance(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  80. def getHidden(): Array[Int]

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    Definition Classes
    H2OAutoEncoderParams

  81. def getHiddenDropoutRatios(): Array[Double]

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    Definition Classes
    H2OAutoEncoderParams

  82. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  83. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  84. def getInitialBiases(): Array[DenseVector]

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    Definition Classes
    HasInitialBiases

  85. def getInitialWeightDistribution(): String

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    Definition Classes
    H2OAutoEncoderParams

  86. def getInitialWeightScale(): Double

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    Definition Classes
    H2OAutoEncoderParams

  87. def getInitialWeights(): Array[DenseMatrix]

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    Definition Classes
    HasInitialWeights

  88. def getInputCols(): Array[String]

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    Definition Classes
    HasInputColsOnMOJO

  89. def getInputDropoutRatio(): Double

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    Definition Classes
    H2OAutoEncoderParams

  90. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  91. def getL1(): Double

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    Definition Classes
    H2OAutoEncoderParams

  92. def getL2(): Double

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    Definition Classes
    H2OAutoEncoderParams

  93. def getLoss(): String

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    Definition Classes
    H2OAutoEncoderParams

  94. def getMSECol(): String

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    Definition Classes
    H2OAutoEncoderExtraParams

  95. def getMaxCategoricalFeatures(): Int

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    Definition Classes
    H2OAutoEncoderParams

  96. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OAutoEncoderParams

  97. def getMaxW2(): Float

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    Definition Classes
    H2OAutoEncoderParams

  98. def getMiniBatchSize(): Int

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    Definition Classes
    H2OAutoEncoderParams

  99. def getMissingValuesHandling(): String

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    Definition Classes
    H2OAutoEncoderParams

  100. def getModelId(): String

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    Definition Classes
    H2OAutoEncoderParams

  101. def getMomentumRamp(): Double

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    Definition Classes
    H2OAutoEncoderParams

  102. def getMomentumStable(): Double

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    Definition Classes
    H2OAutoEncoderParams

  103. def getMomentumStart(): Double

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    Definition Classes
    H2OAutoEncoderParams

  104. def getNesterovAcceleratedGradient(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    Params

  106. def getOriginalCol(): String

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    Definition Classes
    H2OAutoEncoderExtraParams

  107. def getOutputCol(): String

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    Definition Classes
    HasOutputCol

  108. def getOverwriteWithBestModel(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    Params

  110. def getQuietMode(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  111. def getRate(): Double

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    Definition Classes
    H2OAutoEncoderParams

  112. def getRateAnnealing(): Double

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    Definition Classes
    H2OAutoEncoderParams

  113. def getRateDecay(): Double

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    Definition Classes
    H2OAutoEncoderParams

  114. def getReplicateTrainingData(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  115. def getReproducible(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  116. def getRho(): Double

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    Definition Classes
    H2OAutoEncoderParams

  117. def getScoreDutyCycle(): Double

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    Definition Classes
    H2OAutoEncoderParams

  118. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  119. def getScoreInterval(): Double

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    Definition Classes
    H2OAutoEncoderParams

  120. def getScoreTrainingSamples(): Long

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    Definition Classes
    H2OAutoEncoderParams

  121. def getScoreValidationSamples(): Long

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    Definition Classes
    H2OAutoEncoderParams

  122. def getScoreValidationSampling(): String

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    Definition Classes
    H2OAutoEncoderParams

  123. def getSeed(): Long

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    Definition Classes
    H2OAutoEncoderParams

  124. def getShuffleTrainingData(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  125. def getSingleNodeMode(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  126. def getSparse(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  127. def getSparsityBeta(): Double

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    Definition Classes
    H2OAutoEncoderParams

  128. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  129. def getStandardize(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  130. def getStoppingMetric(): String

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    Definition Classes
    H2OAutoEncoderParams

  131. def getStoppingRounds(): Int

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    Definition Classes
    H2OAutoEncoderParams

  132. def getStoppingTolerance(): Double

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    Definition Classes
    H2OAutoEncoderParams

  133. def getTargetRatioCommToComp(): Double

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    Definition Classes
    H2OAutoEncoderParams

  134. def getTrainSamplesPerIteration(): Long

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    Definition Classes
    H2OAutoEncoderParams

  135. def getUseAllFactorLevels(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  136. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  137. def getWeightCol(): String

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    Definition Classes
    H2OAutoEncoderParams

  138. def getWithMSECol(): Boolean

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    Definition Classes
    H2OAutoEncoderExtraParams

  139. def getWithOriginalCol(): Boolean

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    Definition Classes
    H2OAutoEncoderExtraParams

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

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    Definition Classes
    Params

  141. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  142. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  143. val hidden: IntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  144. val hiddenDropoutRatios: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  145. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  146. val initialWeightDistribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  147. val initialWeightScale: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  149. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  150. val inputCols: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    HasInputColsOnMOJO

  151. val inputDropoutRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  152. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  157. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  158. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  160. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  161. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  162. val l1: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  163. val l2: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  164. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  171. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  177. val loss: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  178. val maxCategoricalFeatures: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  179. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  180. val maxW2: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  181. val miniBatchSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  182. val missingValuesHandling: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  183. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  184. val momentumRamp: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  185. val momentumStable: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  186. val momentumStart: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    AnyRef

  188. val nesterovAcceleratedGradient: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  189. final def notify(): Unit

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    Definition Classes
    AnyRef

  190. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  191. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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

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

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

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    ParameterConstructorMethods

  200. def outputSchema: Seq[StructField]

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    Attributes
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    H2OAutoEncoderExtraParams → H2OFeatureEstimatorBase

  201. val overwriteWithBestModel: BooleanParam

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    Attributes
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    H2OAutoEncoderParams

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

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    ParameterConstructorMethods

  203. def paramTag: ClassTag[DeepLearningParameters]

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    Attributes
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    H2OAutoEncoderParams

  204. var parameters: DeepLearningParameters

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    Attributes
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    H2OEstimator

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

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    Definition Classes
    Params

  206. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit

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    H2OTrainFramePreparation

  207. 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

  208. val quietMode: BooleanParam

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    Attributes
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    H2OAutoEncoderParams

  209. val rate: DoubleParam

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    Attributes
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    H2OAutoEncoderParams

  210. val rateAnnealing: DoubleParam

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    H2OAutoEncoderParams

  211. val rateDecay: DoubleParam

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    Attributes
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    H2OAutoEncoderParams

  212. 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

  213. val replicateTrainingData: BooleanParam

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    H2OAutoEncoderParams

  214. val reproducible: BooleanParam

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    Attributes
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    H2OAutoEncoderParams

  215. 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

  216. val rho: DoubleParam

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    H2OAutoEncoderParams

  217. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  218. def save(path: String): Unit

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

  219. val scoreDutyCycle: DoubleParam

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    H2OAutoEncoderParams

  220. val scoreEachIteration: BooleanParam

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    H2OAutoEncoderParams

  221. val scoreInterval: DoubleParam

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    H2OAutoEncoderParams

  222. val scoreTrainingSamples: LongParam

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    H2OAutoEncoderParams

  223. val scoreValidationSamples: LongParam

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    H2OAutoEncoderParams

  224. val scoreValidationSampling: Param[String]

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    H2OAutoEncoderParams

  225. val seed: LongParam

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    Attributes
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    H2OAutoEncoderParams

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

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    Params

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Params

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

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    Params

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    HasInitialBiases

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    HasInitialWeights

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

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    Definition Classes
    HasInputCols

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

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    Definition Classes
    HasInputCols

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderExtraParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderExtraParams

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

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderExtraParams

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

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    Definition Classes
    H2OAutoEncoderExtraParams

  310. val shuffleTrainingData: BooleanParam

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    H2OAutoEncoderParams

  311. val singleNodeMode: BooleanParam

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    H2OAutoEncoderParams

  312. val sparse: BooleanParam

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    H2OAutoEncoderParams

  313. val sparsityBeta: DoubleParam

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    Attributes
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    H2OAutoEncoderParams

  314. final val splitRatio: DoubleParam

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    H2OCommonParams

  315. val standardize: BooleanParam

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    Attributes
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    H2OAutoEncoderParams

  316. val stoppingMetric: Param[String]

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    H2OAutoEncoderParams

  317. val stoppingRounds: IntParam

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    H2OAutoEncoderParams

  318. val stoppingTolerance: DoubleParam

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    H2OAutoEncoderParams

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

  321. def stringify(value: Any): String

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

  326. def stringifyPrimitiveParam(value: Any): String

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    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  328. val targetRatioCommToComp: DoubleParam

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    Attributes
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    H2OAutoEncoderParams

  329. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
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    EstimatorCommonUtils

  331. val trainSamplesPerIteration: LongParam

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    H2OAutoEncoderParams

  332. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OFeatureEstimatorBase → PipelineStage

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

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    Attributes
    protected
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    PipelineStage
    Annotations
    @DeveloperApi()

  334. val uid: String

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    Definition Classes
    H2OAutoEncoder → Identifiable

  335. 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

  336. val useAllFactorLevels: BooleanParam

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    Attributes
    protected
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    H2OAutoEncoderParams

  337. def validate(schema: StructType): Unit

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    H2OAutoEncoderExtraParams → H2OFeatureEstimatorBase

  338. final val validationDataFrame: NullableDataFrameParam

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    H2OCommonParams

  339. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  342. val weightCol: NullableStringParam

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    Attributes
    protected
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    H2OAutoEncoderParams

  343. 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 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