Class/Object

ai.h2o.sparkling.ml.algos.regression

H2ODeepLearningRegressor

Related Docs: object H2ODeepLearningRegressor | package regression

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class H2ODeepLearningRegressor extends H2ODeepLearning with H2ORegressor with DistributionForRegressionCheck

Linear Supertypes
DistributionForRegressionCheck, H2ORegressor, H2ODeepLearning, DistributionBasedH2OTrainFramePreparation, H2ODeepLearningParams, HasIgnoredCols, HasInitialWeights, HasInitialBiases, H2OSupervisedAlgorithmWithFoldColumn[DeepLearningParameters], H2OSupervisedAlgorithm[DeepLearningParameters], H2OAlgorithm[DeepLearningParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, 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. H2ODeepLearningRegressor
  2. DistributionForRegressionCheck
  3. H2ORegressor
  4. H2ODeepLearning
  5. DistributionBasedH2OTrainFramePreparation
  6. H2ODeepLearningParams
  7. HasIgnoredCols
  8. HasInitialWeights
  9. HasInitialBiases
  10. H2OSupervisedAlgorithmWithFoldColumn
  11. H2OSupervisedAlgorithm
  12. H2OAlgorithm
  13. H2OAlgorithmCommonParams
  14. H2OAlgorithmMOJOParams
  15. H2OEstimator
  16. DefaultParamsWritable
  17. MLWritable
  18. H2OTrainFramePreparation
  19. H2OAlgoCommonUtils
  20. EstimatorCommonUtils
  21. RestCommunication
  22. RestEncodingUtils
  23. Logging
  24. H2OCommonParams
  25. H2OBaseMOJOParams
  26. HasDataFrameSerializer
  27. H2OAlgoParamsBase
  28. H2OFrameLifecycle
  29. ParameterConstructorMethods
  30. Estimator
  31. PipelineStage
  32. Logging
  33. Params
  34. Serializable
  35. Serializable
  36. Identifiable
  37. AnyRef
  38. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ODeepLearningRegressor()

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  2. new H2ODeepLearningRegressor(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
    H2ODeepLearningParams
  6. val adaptiveRate: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  8. val aucType: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  9. val averageActivation: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  10. val balanceClasses: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  11. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  12. def booleanParam(name: String, doc: String): BooleanParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  13. val calculateFeatureImportances: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  14. val categoricalEncoding: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  15. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

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    Definition Classes
    RestCommunication
  16. val classSamplingFactors: NullableFloatArrayParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  17. val classificationStop: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  18. final def clear(param: Param[_]): H2ODeepLearningRegressor.this.type

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    Definition Classes
    Params
  19. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  20. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams
  21. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  22. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  23. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  24. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  25. def convertModelIdToKey(key: String): String

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  26. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  27. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  28. def copy(extra: ParamMap): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params
  29. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  30. def createMOJOSettings(): H2OMOJOSettings

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmH2OEstimator
  31. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator
  32. val customMetricFunc: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  33. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  34. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  35. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication
  36. 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
  37. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  38. val diagnostics: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  39. val distribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  40. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  41. def doubleParam(name: String, doc: String): DoubleParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  42. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication
  43. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

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    Attributes
    protected
    Definition Classes
    RestCommunication
  44. val elasticAveraging: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  45. val elasticAveragingMovingRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  46. val elasticAveragingRegularization: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  47. val epochs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  48. val epsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  49. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  50. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  51. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  52. def explainParams(): String

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    Definition Classes
    Params
  53. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  54. val exportWeightsAndBiases: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  55. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  56. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  57. val fastMode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  58. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  59. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  60. def fit(dataset: Dataset[_]): H2ODeepLearningMOJOModel

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    Definition Classes
    H2ODeepLearningH2OSupervisedAlgorithmH2OAlgorithmH2OEstimator → Estimator
  61. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  62. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  63. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  64. def floatParam(name: String, doc: String): FloatParam

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    Attributes
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    ParameterConstructorMethods
  65. val foldAssignment: Param[String]

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    Attributes
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    Definition Classes
    H2ODeepLearningParams
  66. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  67. val forceLoadBalance: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  68. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  69. def getActivation(): String

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    Definition Classes
    H2ODeepLearningParams
  70. def getAdaptiveRate(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  71. def getAucType(): String

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    Definition Classes
    H2ODeepLearningParams
  72. def getAverageActivation(): Double

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    Definition Classes
    H2ODeepLearningParams
  73. def getBalanceClasses(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  74. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils
  75. def getCalculateFeatureImportances(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  76. def getCategoricalEncoding(): String

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    Definition Classes
    H2ODeepLearningParams
  77. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  78. def getClassSamplingFactors(): Array[Float]

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    Definition Classes
    H2ODeepLearningParams
  79. def getClassificationStop(): Double

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    Definition Classes
    H2ODeepLearningParams
  80. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams
  81. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  82. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OBaseMOJOParams
  83. def getCustomMetricFunc(): String

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    Definition Classes
    H2ODeepLearningParams
  84. def getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer
  85. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  86. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams
  87. def getDiagnostics(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  88. def getDistribution(): String

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    Definition Classes
    H2ODeepLearningParams
  89. def getElasticAveraging(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  90. def getElasticAveragingMovingRate(): Double

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    Definition Classes
    H2ODeepLearningParams
  91. def getElasticAveragingRegularization(): Double

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    Definition Classes
    H2ODeepLearningParams
  92. def getEpochs(): Double

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    Definition Classes
    H2ODeepLearningParams
  93. def getEpsilon(): Double

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    Definition Classes
    H2ODeepLearningParams
  94. def getExportCheckpointsDir(): String

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    Definition Classes
    H2ODeepLearningParams
  95. def getExportWeightsAndBiases(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  96. def getFastMode(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  97. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  98. def getFoldAssignment(): String

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    Definition Classes
    H2ODeepLearningParams
  99. def getFoldCol(): String

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    Definition Classes
    H2ODeepLearningParams
  100. def getForceLoadBalance(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  101. def getHidden(): Array[Int]

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    Definition Classes
    H2ODeepLearningParams
  102. def getHiddenDropoutRatios(): Array[Double]

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    Definition Classes
    H2ODeepLearningParams
  103. def getHuberAlpha(): Double

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    Definition Classes
    H2ODeepLearningParams
  104. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  105. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols
  106. def getInitialBiases(): Array[DenseVector]

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    Definition Classes
    HasInitialBiases
  107. def getInitialWeightDistribution(): String

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    Definition Classes
    H2ODeepLearningParams
  108. def getInitialWeightScale(): Double

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    Definition Classes
    H2ODeepLearningParams
  109. def getInitialWeights(): Array[DenseMatrix]

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    Definition Classes
    HasInitialWeights
  110. def getInputDropoutRatio(): Double

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    Definition Classes
    H2ODeepLearningParams
  111. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams
  112. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  113. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  114. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  115. def getL1(): Double

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    Definition Classes
    H2ODeepLearningParams
  116. def getL2(): Double

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    Definition Classes
    H2ODeepLearningParams
  117. def getLabelCol(): String

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    Definition Classes
    H2ODeepLearningParams
  118. def getLoss(): String

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    Definition Classes
    H2ODeepLearningParams
  119. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2ODeepLearningParams
  120. def getMaxCategoricalFeatures(): Int

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    Definition Classes
    H2ODeepLearningParams
  121. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2ODeepLearningParams
  122. def getMaxW2(): Float

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    Definition Classes
    H2ODeepLearningParams
  123. def getMiniBatchSize(): Int

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    Definition Classes
    H2ODeepLearningParams
  124. def getMissingValuesHandling(): String

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    Definition Classes
    H2ODeepLearningParams
  125. def getModelId(): String

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    Definition Classes
    H2ODeepLearningParams
  126. def getMomentumRamp(): Double

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    Definition Classes
    H2ODeepLearningParams
  127. def getMomentumStable(): Double

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    Definition Classes
    H2ODeepLearningParams
  128. def getMomentumStart(): Double

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    Definition Classes
    H2ODeepLearningParams
  129. def getNesterovAcceleratedGradient(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  130. def getNfolds(): Int

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    Definition Classes
    H2ODeepLearningParams
  131. def getOffsetCol(): String

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    Definition Classes
    H2ODeepLearningParams
  132. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  133. def getOverwriteWithBestModel(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  134. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  135. def getPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams
  136. def getQuantileAlpha(): Double

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    Definition Classes
    H2ODeepLearningParams
  137. def getQuietMode(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  138. def getRate(): Double

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    Definition Classes
    H2ODeepLearningParams
  139. def getRateAnnealing(): Double

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    Definition Classes
    H2ODeepLearningParams
  140. def getRateDecay(): Double

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    Definition Classes
    H2ODeepLearningParams
  141. def getRegressionStop(): Double

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    Definition Classes
    H2ODeepLearningParams
  142. def getReplicateTrainingData(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  143. def getReproducible(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  144. def getRho(): Double

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    Definition Classes
    H2ODeepLearningParams
  145. def getScoreDutyCycle(): Double

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    Definition Classes
    H2ODeepLearningParams
  146. def getScoreEachIteration(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  147. def getScoreInterval(): Double

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    Definition Classes
    H2ODeepLearningParams
  148. def getScoreTrainingSamples(): Long

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    Definition Classes
    H2ODeepLearningParams
  149. def getScoreValidationSamples(): Long

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    Definition Classes
    H2ODeepLearningParams
  150. def getScoreValidationSampling(): String

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    Definition Classes
    H2ODeepLearningParams
  151. def getSeed(): Long

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    Definition Classes
    H2ODeepLearningParams
  152. def getShuffleTrainingData(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  153. def getSingleNodeMode(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  154. def getSparse(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  155. def getSparsityBeta(): Double

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    Definition Classes
    H2ODeepLearningParams
  156. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams
  157. def getStandardize(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  158. def getStoppingMetric(): String

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    Definition Classes
    H2ODeepLearningParams
  159. def getStoppingRounds(): Int

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    Definition Classes
    H2ODeepLearningParams
  160. def getStoppingTolerance(): Double

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    Definition Classes
    H2ODeepLearningParams
  161. def getTargetRatioCommToComp(): Double

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    Definition Classes
    H2ODeepLearningParams
  162. def getTrainSamplesPerIteration(): Long

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    Definition Classes
    H2ODeepLearningParams
  163. def getTweediePower(): Double

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    Definition Classes
    H2ODeepLearningParams
  164. def getUseAllFactorLevels(): Boolean

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    Definition Classes
    H2ODeepLearningParams
  165. def getValidationDataFrame(): DataFrame

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    Definition Classes
    H2OCommonParams
  166. def getWeightCol(): String

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    Definition Classes
    H2ODeepLearningParams
  167. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  168. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  169. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams
  170. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  171. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  172. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  173. val hidden: IntArrayParam

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    Attributes
    protected
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    H2ODeepLearningParams
  174. val hiddenDropoutRatios: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  175. val huberAlpha: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  176. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  177. val initialWeightDistribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  178. val initialWeightScale: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  179. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  180. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  181. val inputDropoutRatio: DoubleParam

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    Attributes
    protected
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    H2ODeepLearningParams
  182. 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
  183. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

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    Definition Classes
    RestCommunication
  184. def intArrayParam(name: String, doc: String): IntArrayParam

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  185. def intParam(name: String, doc: String): IntParam

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    Attributes
    protected
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    ParameterConstructorMethods
  186. final def isDefined(param: Param[_]): Boolean

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    Params
  187. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  188. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
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    RestEncodingUtils
  189. final def isSet(param: Param[_]): Boolean

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    Params
  190. def isTraceEnabled(): Boolean

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  191. final val keepBinaryModels: BooleanParam

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  192. val keepCrossValidationFoldAssignment: BooleanParam

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  193. val keepCrossValidationModels: BooleanParam

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  194. val keepCrossValidationPredictions: BooleanParam

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    H2ODeepLearningParams
  195. val l1: DoubleParam

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  196. val l2: DoubleParam

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  197. val labelCol: Param[String]

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  198. def log: Logger

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

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    Logging
  200. def logDebug(msg: ⇒ String): Unit

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

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    Logging
  202. def logError(msg: ⇒ String): Unit

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

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

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  205. def logName: String

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

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    Logging
  207. def logTrace(msg: ⇒ String): Unit

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

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    Logging
  209. def logWarning(msg: ⇒ String): Unit

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    Logging
  210. def longParam(name: String, doc: String): LongParam

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  211. val loss: Param[String]

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  212. val maxAfterBalanceSize: FloatParam

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  213. val maxCategoricalFeatures: IntParam

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    H2ODeepLearningParams
  214. val maxRuntimeSecs: DoubleParam

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    H2ODeepLearningParams
  215. val maxW2: FloatParam

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    H2ODeepLearningParams
  216. val miniBatchSize: IntParam

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  217. val missingValuesHandling: Param[String]

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  218. val modelId: NullableStringParam

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    H2ODeepLearningParams
  219. val momentumRamp: DoubleParam

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    H2ODeepLearningParams
  220. val momentumStable: DoubleParam

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    H2ODeepLearningParams
  221. val momentumStart: DoubleParam

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    H2ODeepLearningParams
  222. final def ne(arg0: AnyRef): Boolean

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  223. val nesterovAcceleratedGradient: BooleanParam

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  224. val nfolds: IntParam

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    H2ODeepLearningParams
  225. final def notify(): Unit

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    AnyRef
  226. final def notifyAll(): Unit

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    AnyRef
  227. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

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

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

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

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

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

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

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

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

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  236. val offsetCol: NullableStringParam

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  237. val overwriteWithBestModel: BooleanParam

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

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  239. def paramTag: ClassTag[DeepLearningParameters]

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  240. var parameters: DeepLearningParameters

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    H2OEstimator
  241. lazy val params: Array[Param[_]]

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  242. final val predictionCol: Param[String]

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    H2OAlgorithmMOJOParams
  243. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    DistributionBasedH2OTrainFramePreparationH2OTrainFramePreparation
  244. val quantileAlpha: DoubleParam

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  245. 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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  246. val quietMode: BooleanParam

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  247. val rate: DoubleParam

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  248. val rateAnnealing: DoubleParam

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  249. val rateDecay: DoubleParam

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  250. 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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  251. val regressionStop: DoubleParam

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  252. val replicateTrainingData: BooleanParam

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  253. val reproducible: BooleanParam

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  254. 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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  255. val rho: DoubleParam

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  256. def sanitize(colName: String): String

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    H2OAlgoCommonUtils
  257. def save(path: String): Unit

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    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  258. val scoreDutyCycle: DoubleParam

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  259. val scoreEachIteration: BooleanParam

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  260. val scoreInterval: DoubleParam

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  261. val scoreTrainingSamples: LongParam

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  262. val scoreValidationSamples: LongParam

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    H2ODeepLearningParams
  263. val scoreValidationSampling: Param[String]

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    H2ODeepLearningParams
  264. val seed: LongParam

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    H2ODeepLearningParams
  265. final def set(paramPair: ParamPair[_]): H2ODeepLearningRegressor.this.type

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  266. final def set(param: String, value: Any): H2ODeepLearningRegressor.this.type

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  267. final def set[T](param: Param[T], value: T): H2ODeepLearningRegressor.this.type

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  268. def setActivation(value: String): H2ODeepLearningRegressor.this.type

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    H2ODeepLearningParams
  269. def setAdaptiveRate(value: Boolean): H2ODeepLearningRegressor.this.type

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    H2ODeepLearningParams
  270. def setAucType(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  271. def setAverageActivation(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  272. def setBalanceClasses(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  273. def setCalculateFeatureImportances(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  274. def setCategoricalEncoding(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  275. def setClassSamplingFactors(value: Array[Float]): H2ODeepLearningRegressor.this.type

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    H2ODeepLearningParams
  276. def setClassificationStop(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  277. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OCommonParams
  278. def setColumnsToCategorical(columns: Array[String]): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OCommonParams
  279. def setColumnsToCategorical(first: String, others: String*): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OCommonParams
  280. def setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OCommonParams
  281. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OCommonParams
  282. def setCustomMetricFunc(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  283. def setDataFrameSerializer(fullClassName: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OBaseMOJOParams
  284. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningRegressor.this.type

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  285. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningRegressor.this.type

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  286. def setDetailedPredictionCol(columnName: String): H2ODeepLearningRegressor.this.type

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    H2OAlgorithmCommonParams
  287. def setDiagnostics(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  288. def setDistribution(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  289. def setElasticAveraging(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  290. def setElasticAveragingMovingRate(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  291. def setElasticAveragingRegularization(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  292. def setEpochs(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  293. def setEpsilon(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  294. def setExportCheckpointsDir(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  295. def setExportWeightsAndBiases(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  296. def setFastMode(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  297. def setFeaturesCol(first: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  298. def setFeaturesCols(columnNames: ArrayList[String]): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  299. def setFeaturesCols(columnNames: Array[String]): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  300. def setFeaturesCols(first: String, others: String*): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  301. def setFoldAssignment(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  302. def setFoldCol(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  303. def setForceLoadBalance(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  304. def setHidden(value: Array[Int]): H2ODeepLearningRegressor.this.type

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    H2ODeepLearningParams
  305. def setHiddenDropoutRatios(value: Array[Double]): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  306. def setHuberAlpha(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  307. def setIgnoreConstCols(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  308. def setIgnoredCols(value: Array[String]): H2ODeepLearningRegressor.this.type

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    Definition Classes
    HasIgnoredCols
  309. def setInitialBiases(value: Array[DenseVector]): H2ODeepLearningRegressor.this.type

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    Definition Classes
    HasInitialBiases
  310. def setInitialWeightDistribution(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  311. def setInitialWeightScale(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  312. def setInitialWeights(value: Array[DenseMatrix]): H2ODeepLearningRegressor.this.type

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    Definition Classes
    HasInitialWeights
  313. def setInputDropoutRatio(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  314. def setKeepBinaryModels(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OCommonParams
  315. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearningRegressor.this.type

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    H2ODeepLearningParams
  316. def setKeepCrossValidationModels(value: Boolean): H2ODeepLearningRegressor.this.type

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    H2ODeepLearningParams
  317. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  318. def setL1(value: Double): H2ODeepLearningRegressor.this.type

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    H2ODeepLearningParams
  319. def setL2(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  320. def setLabelCol(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  321. def setLoss(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  322. def setMaxAfterBalanceSize(value: Float): H2ODeepLearningRegressor.this.type

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    H2ODeepLearningParams
  323. def setMaxCategoricalFeatures(value: Int): H2ODeepLearningRegressor.this.type

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    H2ODeepLearningParams
  324. def setMaxRuntimeSecs(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  325. def setMaxW2(value: Float): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  326. def setMiniBatchSize(value: Int): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  327. def setMissingValuesHandling(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  328. def setModelId(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  329. def setMomentumRamp(value: Double): H2ODeepLearningRegressor.this.type

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    H2ODeepLearningParams
  330. def setMomentumStable(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  331. def setMomentumStart(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  332. def setNesterovAcceleratedGradient(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  333. def setNfolds(value: Int): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  334. def setOffsetCol(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  335. def setOverwriteWithBestModel(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  336. def setPredictionCol(columnName: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  337. def setQuantileAlpha(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  338. def setQuietMode(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  339. def setRate(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  340. def setRateAnnealing(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  341. def setRateDecay(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  342. def setRegressionStop(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  343. def setReplicateTrainingData(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  344. def setReproducible(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  345. def setRho(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  346. def setScoreDutyCycle(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  347. def setScoreEachIteration(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  348. def setScoreInterval(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  349. def setScoreTrainingSamples(value: Long): H2ODeepLearningRegressor.this.type

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    H2ODeepLearningParams
  350. def setScoreValidationSamples(value: Long): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  351. def setScoreValidationSampling(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  352. def setSeed(value: Long): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  353. def setShuffleTrainingData(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  354. def setSingleNodeMode(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  355. def setSparse(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  356. def setSparsityBeta(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  357. def setSplitRatio(ratio: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OCommonParams
  358. def setStandardize(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  359. def setStoppingMetric(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  360. def setStoppingRounds(value: Int): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  361. def setStoppingTolerance(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  362. def setTargetRatioCommToComp(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  363. def setTrainSamplesPerIteration(value: Long): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  364. def setTweediePower(value: Double): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  365. def setUseAllFactorLevels(value: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  366. def setValidationDataFrame(dataFrame: DataFrame): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OCommonParams
  367. def setWeightCol(value: String): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2ODeepLearningParams
  368. def setWithContributions(enabled: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  369. def setWithLeafNodeAssignments(enabled: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  370. def setWithStageResults(enabled: Boolean): H2ODeepLearningRegressor.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
  371. val shuffleTrainingData: BooleanParam

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    Attributes
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    H2ODeepLearningParams
  372. val singleNodeMode: BooleanParam

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    H2ODeepLearningParams
  373. val sparse: BooleanParam

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    H2ODeepLearningParams
  374. val sparsityBeta: DoubleParam

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    H2ODeepLearningParams
  375. final val splitRatio: DoubleParam

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    H2OCommonParams
  376. val standardize: BooleanParam

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    H2ODeepLearningParams
  377. val stoppingMetric: Param[String]

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    H2ODeepLearningParams
  378. val stoppingRounds: IntParam

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    Definition Classes
    H2ODeepLearningParams
  379. val stoppingTolerance: DoubleParam

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    H2ODeepLearningParams
  380. def stringArrayParam(name: String, doc: String): StringArrayParam

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

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    ParameterConstructorMethods
  382. def stringify(value: Any): String

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

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

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

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

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    RestEncodingUtils
  387. def stringifyPrimitiveParam(value: Any): String

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

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    Definition Classes
    AnyRef
  389. val targetRatioCommToComp: DoubleParam

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    H2ODeepLearningParams
  390. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  391. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

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

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    EstimatorCommonUtils
  393. val trainSamplesPerIteration: LongParam

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    H2ODeepLearningParams
  394. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumnH2OSupervisedAlgorithmH2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  395. def transformSchema(schema: StructType, logging: Boolean): StructType

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    PipelineStage
    Annotations
    @DeveloperApi()
  396. val tweediePower: DoubleParam

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    H2ODeepLearningParams
  397. val uid: String

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    Definition Classes
    H2ODeepLearningRegressorH2ODeepLearning → Identifiable
  398. 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
  399. val useAllFactorLevels: BooleanParam

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    H2ODeepLearningParams
  400. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    H2OCommonParams
  401. final def wait(): Unit

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    AnyRef
    Annotations
    @throws( ... )
  402. final def wait(arg0: Long, arg1: Int): Unit

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    Annotations
    @throws( ... )
  403. final def wait(arg0: Long): Unit

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    AnyRef
    Annotations
    @throws( ... )
  404. val weightCol: NullableStringParam

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    H2ODeepLearningParams
  405. final val withContributions: BooleanParam

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    H2OAlgorithmMOJOParams
  406. final val withLeafNodeAssignments: BooleanParam

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    H2OAlgorithmMOJOParams
  407. final val withStageResults: BooleanParam

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    H2OAlgorithmMOJOParams
  408. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from H2ORegressor

Inherited from H2ODeepLearning

Inherited from H2ODeepLearningParams

Inherited from HasIgnoredCols

Inherited from HasInitialWeights

Inherited from HasInitialBiases

Inherited from H2OSupervisedAlgorithmWithFoldColumn[DeepLearningParameters]

Inherited from H2OSupervisedAlgorithm[DeepLearningParameters]

Inherited from H2OAlgorithm[DeepLearningParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

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