Class/Object

ai.h2o.sparkling.ml.algos.classification

H2ODeepLearningClassifier

Related Docs: object H2ODeepLearningClassifier | package classification

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class H2ODeepLearningClassifier extends H2ODeepLearning with H2OClassifier with DistributionForClassificationCheck

Linear Supertypes
DistributionForClassificationCheck, H2OClassifier, H2ODeepLearning, DistributionBasedH2OTrainFramePreparation, H2ODeepLearningParams, HasDeprecatedAutoencoder, HasDeprecatedVariableImportances, 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. H2ODeepLearningClassifier
  2. DistributionForClassificationCheck
  3. H2OClassifier
  4. H2ODeepLearning
  5. DistributionBasedH2OTrainFramePreparation
  6. H2ODeepLearningParams
  7. HasDeprecatedAutoencoder
  8. HasDeprecatedVariableImportances
  9. HasIgnoredCols
  10. HasInitialWeights
  11. HasInitialBiases
  12. H2OSupervisedAlgorithmWithFoldColumn
  13. H2OSupervisedAlgorithm
  14. H2OAlgorithm
  15. H2OAlgorithmCommonParams
  16. H2OAlgorithmMOJOParams
  17. H2OEstimator
  18. DefaultParamsWritable
  19. MLWritable
  20. H2OTrainFramePreparation
  21. H2OAlgoCommonUtils
  22. EstimatorCommonUtils
  23. RestCommunication
  24. RestEncodingUtils
  25. Logging
  26. H2OCommonParams
  27. H2OBaseMOJOParams
  28. HasDataFrameSerializer
  29. H2OAlgoParamsBase
  30. H2OFrameLifecycle
  31. ParameterConstructorMethods
  32. Estimator
  33. PipelineStage
  34. Logging
  35. Params
  36. Serializable
  37. Serializable
  38. Identifiable
  39. AnyRef
  40. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ODeepLearningClassifier()

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  2. new H2ODeepLearningClassifier(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[_]): H2ODeepLearningClassifier.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): H2ODeepLearningClassifier.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
    H2OAlgorithm → H2OEstimator

  31. def createMOJOUID(): String

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    Attributes
    protected
    Definition Classes
    H2OEstimator

  32. final val dataFrameSerializer: Param[String]

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    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  35. 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

  36. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  37. val diagnostics: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  38. val distribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

  43. val elasticAveraging: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  44. val elasticAveragingMovingRate: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  45. val elasticAveragingRegularization: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  46. val epochs: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  47. val epsilon: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

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

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    Definition Classes
    AnyRef

  49. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  51. def explainParams(): String

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    Definition Classes
    Params

  52. val exportCheckpointsDir: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  53. val exportWeightsAndBiases: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  54. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  56. val fastMode: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  57. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  58. def finalize(): Unit

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

  59. def fit(dataset: Dataset[_]): H2ODeepLearningMOJOModel

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    Definition Classes
    H2ODeepLearning → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  64. val foldAssignment: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  65. val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  66. val forceLoadBalance: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

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

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    Definition Classes
    Params

  68. def getActivation(): String

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    Definition Classes
    H2ODeepLearningParams

  69. def getAdaptiveRate(): Boolean

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    Definition Classes
    H2ODeepLearningParams

  70. def getAucType(): String

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    Definition Classes
    H2ODeepLearningParams

  71. def getAutoencoder(): Boolean

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

  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 → HasDeprecatedVariableImportances

  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 getDataFrameSerializer(): String

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    Definition Classes
    HasDataFrameSerializer

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

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    Definition Classes
    Params

  85. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OAlgorithmMOJOParams

  86. def getDiagnostics(): Boolean

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    Definition Classes
    H2ODeepLearningParams

  87. def getDistribution(): String

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    Definition Classes
    H2ODeepLearningParams

  88. def getElasticAveraging(): Boolean

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    Definition Classes
    H2ODeepLearningParams

  89. def getElasticAveragingMovingRate(): Double

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    Definition Classes
    H2ODeepLearningParams

  90. def getElasticAveragingRegularization(): Double

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    Definition Classes
    H2ODeepLearningParams

  91. def getEpochs(): Double

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    Definition Classes
    H2ODeepLearningParams

  92. def getEpsilon(): Double

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    Definition Classes
    H2ODeepLearningParams

  93. def getExportCheckpointsDir(): String

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    Definition Classes
    H2ODeepLearningParams

  94. def getExportWeightsAndBiases(): Boolean

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    Definition Classes
    H2ODeepLearningParams

  95. def getFastMode(): Boolean

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    Definition Classes
    H2ODeepLearningParams

  96. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  97. def getFoldAssignment(): String

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    Definition Classes
    H2ODeepLearningParams

  98. def getFoldCol(): String

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    Definition Classes
    H2ODeepLearningParams

  99. def getForceLoadBalance(): Boolean

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    Definition Classes
    H2ODeepLearningParams

  100. def getHidden(): Array[Int]

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    Definition Classes
    H2ODeepLearningParams

  101. def getHiddenDropoutRatios(): Array[Double]

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    Definition Classes
    H2ODeepLearningParams

  102. def getHuberAlpha(): Double

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    Definition Classes
    H2ODeepLearningParams

  103. def getIgnoreConstCols(): Boolean

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    Definition Classes
    H2ODeepLearningParams

  104. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  105. def getInitialBiases(): Array[DenseVector]

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    Definition Classes
    HasInitialBiases

  106. def getInitialWeightDistribution(): String

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    Definition Classes
    H2ODeepLearningParams

  107. def getInitialWeightScale(): Double

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    Definition Classes
    H2ODeepLearningParams

  108. def getInitialWeights(): Array[DenseMatrix]

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    Definition Classes
    HasInitialWeights

  109. def getInputDropoutRatio(): Double

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    Definition Classes
    H2ODeepLearningParams

  110. def getKeepBinaryModels(): Boolean

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    Definition Classes
    H2OCommonParams

  111. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2ODeepLearningParams

  112. def getKeepCrossValidationModels(): Boolean

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    Definition Classes
    H2ODeepLearningParams

  113. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2ODeepLearningParams

  114. def getL1(): Double

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    Definition Classes
    H2ODeepLearningParams

  115. def getL2(): Double

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    Definition Classes
    H2ODeepLearningParams

  116. def getLabelCol(): String

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    Definition Classes
    H2ODeepLearningParams

  117. def getLoss(): String

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    Definition Classes
    H2ODeepLearningParams

  118. def getMaxAfterBalanceSize(): Float

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    Definition Classes
    H2ODeepLearningParams

  119. def getMaxCategoricalFeatures(): Int

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    Definition Classes
    H2ODeepLearningParams

  120. def getMaxRuntimeSecs(): Double

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    Definition Classes
    H2ODeepLearningParams

  121. def getMaxW2(): Float

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    Definition Classes
    H2ODeepLearningParams

  122. def getMiniBatchSize(): Int

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    Definition Classes
    H2ODeepLearningParams

  123. def getMissingValuesHandling(): String

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    Definition Classes
    H2ODeepLearningParams

  124. def getModelId(): String

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    Definition Classes
    H2ODeepLearningParams

  125. def getMomentumRamp(): Double

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    Definition Classes
    H2ODeepLearningParams

  126. def getMomentumStable(): Double

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    Definition Classes
    H2ODeepLearningParams

  127. def getMomentumStart(): Double

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    Definition Classes
    H2ODeepLearningParams

  128. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  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 getVariableImportances(): Boolean

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    Definition Classes
    HasDeprecatedVariableImportances
    Annotations
    @DeprecatedMethod( "getCalculateFeatureImportances" , "3.38" )

  167. def getWeightCol(): String

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    Definition Classes
    H2ODeepLearningParams

  168. def getWithContributions(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  169. def getWithLeafNodeAssignments(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

  170. def getWithStageResults(): Boolean

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    Definition Classes
    H2OAlgorithmMOJOParams

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

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    Definition Classes
    Params

  172. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  173. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  174. val hidden: IntArrayParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  175. val hiddenDropoutRatios: NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  176. val huberAlpha: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  177. val ignoreConstCols: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  178. val initialWeightDistribution: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  179. val initialWeightScale: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

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

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    Attributes
    protected
    Definition Classes
    Logging

  181. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  182. val inputDropoutRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  183. 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

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

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    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Definition Classes
    Params

  188. final def isInstanceOf[T0]: Boolean

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    Any

  189. def isPrimitiveType(value: Any): Boolean

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

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  191. def isTraceEnabled(): Boolean

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    Logging

  192. final val keepBinaryModels: BooleanParam

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    H2OCommonParams

  193. val keepCrossValidationFoldAssignment: BooleanParam

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    H2ODeepLearningParams

  194. val keepCrossValidationModels: BooleanParam

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    H2ODeepLearningParams

  195. val keepCrossValidationPredictions: BooleanParam

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    H2ODeepLearningParams

  196. val l1: DoubleParam

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    H2ODeepLearningParams

  197. val l2: DoubleParam

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    H2ODeepLearningParams

  198. val labelCol: Param[String]

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  199. def log: Logger

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  206. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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  212. val loss: Param[String]

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    H2ODeepLearningParams

  213. val maxAfterBalanceSize: FloatParam

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    H2ODeepLearningParams

  214. val maxCategoricalFeatures: IntParam

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    H2ODeepLearningParams

  215. val maxRuntimeSecs: DoubleParam

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    H2ODeepLearningParams

  216. val maxW2: FloatParam

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    H2ODeepLearningParams

  217. val miniBatchSize: IntParam

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    H2ODeepLearningParams

  218. val missingValuesHandling: Param[String]

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    H2ODeepLearningParams

  219. val modelId: NullableStringParam

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    H2ODeepLearningParams

  220. val momentumRamp: DoubleParam

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    H2ODeepLearningParams

  221. val momentumStable: DoubleParam

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    H2ODeepLearningParams

  222. val momentumStart: DoubleParam

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    H2ODeepLearningParams

  223. final val namedMojoOutputColumns: Param[Boolean]

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    H2OAlgorithmMOJOParams

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

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    AnyRef

  225. val nesterovAcceleratedGradient: BooleanParam

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    H2ODeepLearningParams

  226. val nfolds: IntParam

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    H2ODeepLearningParams

  227. final def notify(): Unit

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    AnyRef

  228. final def notifyAll(): Unit

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    AnyRef

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

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

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

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

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

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

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

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

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  237. val offsetCol: NullableStringParam

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    H2ODeepLearningParams

  238. val overwriteWithBestModel: BooleanParam

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    H2ODeepLearningParams

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

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    ParameterConstructorMethods

  240. def paramTag: ClassTag[DeepLearningParameters]

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    H2ODeepLearningParams

  241. var parameters: DeepLearningParameters

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    H2OEstimator

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

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    Params

  243. final val predictionCol: Param[String]

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    H2OAlgorithmMOJOParams

  244. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  245. val quantileAlpha: DoubleParam

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    H2ODeepLearningParams

  246. 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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    RestCommunication

  247. val quietMode: BooleanParam

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    H2ODeepLearningParams

  248. val rate: DoubleParam

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    H2ODeepLearningParams

  249. val rateAnnealing: DoubleParam

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    H2ODeepLearningParams

  250. val rateDecay: DoubleParam

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    H2ODeepLearningParams

  251. 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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  252. val regressionStop: DoubleParam

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    H2ODeepLearningParams

  253. val replicateTrainingData: BooleanParam

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    H2ODeepLearningParams

  254. val reproducible: BooleanParam

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    H2ODeepLearningParams

  255. 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

  256. val rho: DoubleParam

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    H2ODeepLearningParams

  257. def sanitize(colName: String): String

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    H2OAlgoCommonUtils

  258. def save(path: String): Unit

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

  259. val scoreDutyCycle: DoubleParam

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    H2ODeepLearningParams

  260. val scoreEachIteration: BooleanParam

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    H2ODeepLearningParams

  261. val scoreInterval: DoubleParam

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    H2ODeepLearningParams

  262. val scoreTrainingSamples: LongParam

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    H2ODeepLearningParams

  263. val scoreValidationSamples: LongParam

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    H2ODeepLearningParams

  264. val scoreValidationSampling: Param[String]

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    H2ODeepLearningParams

  265. val seed: LongParam

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    H2ODeepLearningParams

  266. final def set(paramPair: ParamPair[_]): H2ODeepLearningClassifier.this.type

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  267. final def set(param: String, value: Any): H2ODeepLearningClassifier.this.type

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  268. final def set[T](param: Param[T], value: T): H2ODeepLearningClassifier.this.type

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    Params

  269. def setActivation(value: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  270. def setAdaptiveRate(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  271. def setAucType(value: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  272. def setAutoencoder(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    HasDeprecatedAutoencoder
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

  273. def setAverageActivation(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  274. def setBalanceClasses(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  275. def setCalculateFeatureImportances(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams → HasDeprecatedVariableImportances

  276. def setCategoricalEncoding(value: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  277. def setClassSamplingFactors(value: Array[Float]): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  278. def setClassificationStop(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  279. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OCommonParams

  280. def setColumnsToCategorical(columns: Array[String]): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OCommonParams

  281. def setColumnsToCategorical(first: String, others: String*): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OCommonParams

  282. def setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OCommonParams

  283. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OCommonParams

  284. def setDataFrameSerializer(fullClassName: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OBaseMOJOParams

  285. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningClassifier.this.type

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  286. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningClassifier.this.type

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  287. def setDetailedPredictionCol(columnName: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  288. def setDiagnostics(value: Boolean): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  289. def setDistribution(value: String): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  290. def setElasticAveraging(value: Boolean): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  291. def setElasticAveragingMovingRate(value: Double): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  292. def setElasticAveragingRegularization(value: Double): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  293. def setEpochs(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  294. def setEpsilon(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  295. def setExportCheckpointsDir(value: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  296. def setExportWeightsAndBiases(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  297. def setFastMode(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  298. def setFeaturesCol(first: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  299. def setFeaturesCols(columnNames: ArrayList[String]): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  300. def setFeaturesCols(columnNames: Array[String]): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  301. def setFeaturesCols(first: String, others: String*): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  302. def setFoldAssignment(value: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  303. def setFoldCol(value: String): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  304. def setForceLoadBalance(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  305. def setHidden(value: Array[Int]): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  306. def setHiddenDropoutRatios(value: Array[Double]): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  307. def setHuberAlpha(value: Double): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  308. def setIgnoreConstCols(value: Boolean): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  309. def setIgnoredCols(value: Array[String]): H2ODeepLearningClassifier.this.type

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    Definition Classes
    HasIgnoredCols

  310. def setInitialBiases(value: Array[DenseVector]): H2ODeepLearningClassifier.this.type

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    Definition Classes
    HasInitialBiases

  311. def setInitialWeightDistribution(value: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  312. def setInitialWeightScale(value: Double): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  313. def setInitialWeights(value: Array[DenseMatrix]): H2ODeepLearningClassifier.this.type

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    Definition Classes
    HasInitialWeights

  314. def setInputDropoutRatio(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  315. def setKeepBinaryModels(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OCommonParams

  316. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  317. def setKeepCrossValidationModels(value: Boolean): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  318. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  319. def setL1(value: Double): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  320. def setL2(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  321. def setLabelCol(value: String): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  322. def setLoss(value: String): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  323. def setMaxAfterBalanceSize(value: Float): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  324. def setMaxCategoricalFeatures(value: Int): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  325. def setMaxRuntimeSecs(value: Double): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  326. def setMaxW2(value: Float): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  327. def setMiniBatchSize(value: Int): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  328. def setMissingValuesHandling(value: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  329. def setModelId(value: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  330. def setMomentumRamp(value: Double): H2ODeepLearningClassifier.this.type

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    H2ODeepLearningParams

  331. def setMomentumStable(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  332. def setMomentumStart(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  333. def setNamedMojoOutputColumns(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  334. def setNesterovAcceleratedGradient(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  335. def setNfolds(value: Int): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  336. def setOffsetCol(value: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  337. def setOverwriteWithBestModel(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  338. def setPredictionCol(columnName: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  339. def setQuantileAlpha(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  340. def setQuietMode(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  341. def setRate(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  342. def setRateAnnealing(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  343. def setRateDecay(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  344. def setRegressionStop(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  345. def setReplicateTrainingData(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  346. def setReproducible(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  347. def setRho(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  348. def setScoreDutyCycle(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  349. def setScoreEachIteration(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  350. def setScoreInterval(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  351. def setScoreTrainingSamples(value: Long): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  352. def setScoreValidationSamples(value: Long): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  353. def setScoreValidationSampling(value: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  354. def setSeed(value: Long): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  355. def setShuffleTrainingData(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  356. def setSingleNodeMode(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  357. def setSparse(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  358. def setSparsityBeta(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  359. def setSplitRatio(ratio: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OCommonParams

  360. def setStandardize(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  361. def setStoppingMetric(value: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  362. def setStoppingRounds(value: Int): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  363. def setStoppingTolerance(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  364. def setTargetRatioCommToComp(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  365. def setTrainSamplesPerIteration(value: Long): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  366. def setTweediePower(value: Double): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  367. def setUseAllFactorLevels(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  368. def setValidationDataFrame(dataFrame: DataFrame): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OCommonParams

  369. def setVariableImportances(value: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    HasDeprecatedVariableImportances
    Annotations
    @DeprecatedMethod( "setCalculateFeatureImportances" , "3.38" )

  370. def setWeightCol(value: String): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2ODeepLearningParams

  371. def setWithContributions(enabled: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  372. def setWithDetailedPredictionCol(enabled: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  373. def setWithLeafNodeAssignments(enabled: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  374. def setWithStageResults(enabled: Boolean): H2ODeepLearningClassifier.this.type

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    Definition Classes
    H2OAlgorithmCommonParams

  375. val shuffleTrainingData: BooleanParam

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    Definition Classes
    H2ODeepLearningParams

  376. val singleNodeMode: BooleanParam

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    H2ODeepLearningParams

  377. val sparse: BooleanParam

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    H2ODeepLearningParams

  378. val sparsityBeta: DoubleParam

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    protected
    Definition Classes
    H2ODeepLearningParams

  379. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  380. val standardize: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  381. val stoppingMetric: Param[String]

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  382. val stoppingRounds: IntParam

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    protected
    Definition Classes
    H2ODeepLearningParams

  383. val stoppingTolerance: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

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

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    protected
    Definition Classes
    ParameterConstructorMethods

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

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    protected
    Definition Classes
    ParameterConstructorMethods

  386. def stringify(value: Any): String

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    protected
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    RestEncodingUtils

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

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    Definition Classes
    RestEncodingUtils

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

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    protected
    Definition Classes
    RestEncodingUtils

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

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    protected
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    RestEncodingUtils

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

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    Attributes
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    RestEncodingUtils

  391. def stringifyPrimitiveParam(value: Any): String

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    protected
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    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  393. val targetRatioCommToComp: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  394. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

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

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    Attributes
    protected
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    EstimatorCommonUtils

  397. val trainSamplesPerIteration: LongParam

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    protected
    Definition Classes
    H2ODeepLearningParams

  398. def transformSchema(schema: StructType): StructType

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    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  400. val tweediePower: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  401. val uid: String

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    Definition Classes
    H2ODeepLearningClassifier → H2ODeepLearning → Identifiable

  402. 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

  403. val useAllFactorLevels: BooleanParam

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    Attributes
    protected
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    H2ODeepLearningParams

  404. final val validationDataFrame: NonSerializableNullableDataFrameParam

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    Attributes
    protected
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    H2OCommonParams

  405. final def wait(): Unit

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    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  408. val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  409. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  410. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  411. final val withLeafNodeAssignments: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  412. final val withStageResults: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  413. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from DistributionForClassificationCheck

Inherited from H2OClassifier

Inherited from H2ODeepLearning

Inherited from DistributionBasedH2OTrainFramePreparation

Inherited from H2ODeepLearningParams

Inherited from HasDeprecatedAutoencoder

Inherited from HasDeprecatedVariableImportances

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