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. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  32. 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

  33. val diagnostics: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  38. val elasticAveraging: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  39. val elasticAveragingMovingRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  40. val elasticAveragingRegularization: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  41. val epochs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  42. val epsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    AnyRef

  44. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  46. def explainParams(): String

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    Definition Classes
    Params

  47. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  48. val exportWeightsAndBiases: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  49. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  51. val fastMode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  52. def finalize(): Unit

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

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

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    Definition Classes
    H2OAutoEncoder → H2OAutoEncoderBase → H2OFeatureEstimator → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  58. val forceLoadBalance: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    Params

  60. def getActivation(): String

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    Definition Classes
    H2OAutoEncoderParams

  61. def getAdaptiveRate(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  62. def getAverageActivation(): Double

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    Definition Classes
    H2OAutoEncoderParams

  63. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  64. def getCalculateFeatureImportances(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  65. def getCategoricalEncoding(): String

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    AnyRef → Any

  67. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  68. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  69. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams

  70. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  72. def getDiagnostics(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  73. def getElasticAveraging(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  74. def getElasticAveragingMovingRate(): Double

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    Definition Classes
    H2OAutoEncoderParams

  75. def getElasticAveragingRegularization(): Double

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    Definition Classes
    H2OAutoEncoderParams

  76. def getEpochs(): Double

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    Definition Classes
    H2OAutoEncoderParams

  77. def getEpsilon(): Double

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    Definition Classes
    H2OAutoEncoderParams

  78. def getExportCheckpointsDir(): String

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    Definition Classes
    H2OAutoEncoderParams

  79. def getExportWeightsAndBiases(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  80. def getFastMode(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  81. def getForceLoadBalance(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  82. def getHidden(): Array[Int]

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    Definition Classes
    H2OAutoEncoderParams

  83. def getHiddenDropoutRatios(): Array[Double]

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    Definition Classes
    H2OAutoEncoderParams

  84. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  85. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  86. def getInitialBiases(): Array[DenseVector]

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    Definition Classes
    HasInitialBiases

  87. def getInitialWeightDistribution(): String

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    Definition Classes
    H2OAutoEncoderParams

  88. def getInitialWeightScale(): Double

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    Definition Classes
    H2OAutoEncoderParams

  89. def getInitialWeights(): Array[DenseMatrix]

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    Definition Classes
    HasInitialWeights

  90. def getInputCols(): Array[String]

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    Definition Classes
    HasInputColsOnMOJO

  91. def getInputDropoutRatio(): Double

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    Definition Classes
    H2OAutoEncoderParams

  92. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  93. def getL1(): Double

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    Definition Classes
    H2OAutoEncoderParams

  94. def getL2(): Double

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    Definition Classes
    H2OAutoEncoderParams

  95. def getLoss(): String

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    Definition Classes
    H2OAutoEncoderParams

  96. def getMSECol(): String

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    Definition Classes
    H2OAutoEncoderExtraParams

  97. def getMaxCategoricalFeatures(): Int

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    Definition Classes
    H2OAutoEncoderParams

  98. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2OAutoEncoderParams

  99. def getMaxW2(): Float

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    Definition Classes
    H2OAutoEncoderParams

  100. def getMiniBatchSize(): Int

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    Definition Classes
    H2OAutoEncoderParams

  101. def getMissingValuesHandling(): String

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    Definition Classes
    H2OAutoEncoderParams

  102. def getModelId(): String

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    Definition Classes
    H2OAutoEncoderParams

  103. def getMomentumRamp(): Double

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    Definition Classes
    H2OAutoEncoderParams

  104. def getMomentumStable(): Double

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    Definition Classes
    H2OAutoEncoderParams

  105. def getMomentumStart(): Double

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    Definition Classes
    H2OAutoEncoderParams

  106. def getNesterovAcceleratedGradient(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    Params

  108. def getOriginalCol(): String

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    Definition Classes
    H2OAutoEncoderExtraParams

  109. def getOutputCol(): String

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    Definition Classes
    HasOutputCol

  110. def getOverwriteWithBestModel(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    Params

  112. def getQuietMode(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  113. def getRate(): Double

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    Definition Classes
    H2OAutoEncoderParams

  114. def getRateAnnealing(): Double

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    Definition Classes
    H2OAutoEncoderParams

  115. def getRateDecay(): Double

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    Definition Classes
    H2OAutoEncoderParams

  116. def getReplicateTrainingData(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  117. def getReproducible(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  118. def getRho(): Double

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    Definition Classes
    H2OAutoEncoderParams

  119. def getScoreDutyCycle(): Double

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    Definition Classes
    H2OAutoEncoderParams

  120. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  121. def getScoreInterval(): Double

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    Definition Classes
    H2OAutoEncoderParams

  122. def getScoreTrainingSamples(): Long

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    Definition Classes
    H2OAutoEncoderParams

  123. def getScoreValidationSamples(): Long

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    Definition Classes
    H2OAutoEncoderParams

  124. def getScoreValidationSampling(): String

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    Definition Classes
    H2OAutoEncoderParams

  125. def getSeed(): Long

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    Definition Classes
    H2OAutoEncoderParams

  126. def getShuffleTrainingData(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  127. def getSingleNodeMode(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  128. def getSparse(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  129. def getSparsityBeta(): Double

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    Definition Classes
    H2OAutoEncoderParams

  130. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  131. def getStandardize(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  132. def getStoppingMetric(): String

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    Definition Classes
    H2OAutoEncoderParams

  133. def getStoppingRounds(): Int

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    Definition Classes
    H2OAutoEncoderParams

  134. def getStoppingTolerance(): Double

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    Definition Classes
    H2OAutoEncoderParams

  135. def getTargetRatioCommToComp(): Double

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    Definition Classes
    H2OAutoEncoderParams

  136. def getTrainSamplesPerIteration(): Long

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    Definition Classes
    H2OAutoEncoderParams

  137. def getUseAllFactorLevels(): Boolean

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    Definition Classes
    H2OAutoEncoderParams

  138. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams

  139. def getWeightCol(): String

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    Definition Classes
    H2OAutoEncoderParams

  140. def getWithMSECol(): Boolean

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    Definition Classes
    H2OAutoEncoderExtraParams

  141. def getWithOriginalCol(): Boolean

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    Definition Classes
    H2OAutoEncoderExtraParams

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

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    Definition Classes
    Params

  143. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  144. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  145. val hidden: IntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  146. val hiddenDropoutRatios: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  147. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  148. val initialWeightDistribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  149. val initialWeightScale: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  151. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  152. val inputCols: NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    HasInputColsOnMOJO

  153. val inputDropoutRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  154. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  159. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  160. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  162. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  163. final val keepBinaryModels: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  164. val l1: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  165. val l2: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  166. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  173. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  179. val loss: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  180. val maxCategoricalFeatures: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  181. val maxRuntimeSecs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  182. val maxW2: FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  183. val miniBatchSize: IntParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  184. val missingValuesHandling: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  185. val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  186. val momentumRamp: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  187. val momentumStable: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  188. val momentumStart: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    AnyRef

  190. val nesterovAcceleratedGradient: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAutoEncoderParams

  191. final def notify(): Unit

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    Definition Classes
    AnyRef

  192. final def notifyAll(): Unit

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    AnyRef

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

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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    Attributes
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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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    ParameterConstructorMethods

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

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

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    Attributes
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    ParameterConstructorMethods

  201. def outputSchema: Seq[StructField]

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    Attributes
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    H2OAutoEncoderExtraParams → H2OFeatureEstimatorBase

  202. val overwriteWithBestModel: BooleanParam

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    Attributes
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    H2OAutoEncoderParams

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

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    ParameterConstructorMethods

  204. def paramTag: ClassTag[DeepLearningParameters]

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    Attributes
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    H2OAutoEncoderParams

  205. var parameters: DeepLearningParameters

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    Attributes
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    H2OEstimator

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

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    Definition Classes
    Params

  207. def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit

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    Attributes
    protected
    Definition Classes
    H2OTrainFramePreparation

  208. 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

  209. val quietMode: BooleanParam

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    H2OAutoEncoderParams

  210. val rate: DoubleParam

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    Attributes
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    H2OAutoEncoderParams

  211. val rateAnnealing: DoubleParam

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    H2OAutoEncoderParams

  212. val rateDecay: DoubleParam

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    Attributes
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    H2OAutoEncoderParams

  213. 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

  214. val replicateTrainingData: BooleanParam

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    H2OAutoEncoderParams

  215. val reproducible: BooleanParam

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    Attributes
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    H2OAutoEncoderParams

  216. 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

  217. val rho: DoubleParam

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    H2OAutoEncoderParams

  218. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  219. def save(path: String): Unit

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

  220. val scoreDutyCycle: DoubleParam

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    H2OAutoEncoderParams

  221. val scoreEachIteration: BooleanParam

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    H2OAutoEncoderParams

  222. val scoreInterval: DoubleParam

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    H2OAutoEncoderParams

  223. val scoreTrainingSamples: LongParam

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    H2OAutoEncoderParams

  224. val scoreValidationSamples: LongParam

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    H2OAutoEncoderParams

  225. val scoreValidationSampling: Param[String]

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    Definition Classes
    H2OAutoEncoderParams

  226. val seed: LongParam

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    Attributes
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    H2OAutoEncoderParams

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

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    Params

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OBaseMOJOParams

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

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    Params

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

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    Params

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    HasIgnoredCols

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

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    Definition Classes
    HasInitialBiases

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    HasInitialWeights

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

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    Definition Classes
    HasInputCols

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

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    Definition Classes
    HasInputCols

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderExtraParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderExtraParams

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

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OAutoEncoderParams

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

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    Definition Classes
    H2OAutoEncoderExtraParams

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

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    Definition Classes
    H2OAutoEncoderExtraParams

  312. val shuffleTrainingData: BooleanParam

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    H2OAutoEncoderParams

  313. val singleNodeMode: BooleanParam

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    H2OAutoEncoderParams

  314. val sparse: BooleanParam

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    Attributes
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    H2OAutoEncoderParams

  315. val sparsityBeta: DoubleParam

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    Attributes
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    H2OAutoEncoderParams

  316. final val splitRatio: DoubleParam

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    protected
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    H2OCommonParams

  317. val standardize: BooleanParam

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    Attributes
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    H2OAutoEncoderParams

  318. val stoppingMetric: Param[String]

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    H2OAutoEncoderParams

  319. val stoppingRounds: IntParam

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    H2OAutoEncoderParams

  320. val stoppingTolerance: DoubleParam

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    H2OAutoEncoderParams

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

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    ParameterConstructorMethods

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

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    protected
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    ParameterConstructorMethods

  323. def stringify(value: Any): String

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

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

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    RestEncodingUtils

  328. def stringifyPrimitiveParam(value: Any): String

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    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  330. val targetRatioCommToComp: DoubleParam

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    protected
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    H2OAutoEncoderParams

  331. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
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    EstimatorCommonUtils

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

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    Attributes
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    EstimatorCommonUtils

  334. val trainSamplesPerIteration: LongParam

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    protected
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    H2OAutoEncoderParams

  335. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OFeatureEstimatorBase → PipelineStage

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

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    Attributes
    protected
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    PipelineStage
    Annotations
    @DeveloperApi()

  337. val uid: String

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    Definition Classes
    H2OAutoEncoder → Identifiable

  338. 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

  339. val useAllFactorLevels: BooleanParam

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    Attributes
    protected
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    H2OAutoEncoderParams

  340. def validate(schema: StructType): Unit

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    Attributes
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    H2OAutoEncoderExtraParams → H2OFeatureEstimatorBase

  341. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    protected
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    H2OCommonParams

  342. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  345. val weightCol: NullableStringParam

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    Attributes
    protected
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    H2OAutoEncoderParams

  346. 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