Trait

ai.h2o.sparkling.ml.params

H2ODeepLearningParams

Related Doc: package params

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trait H2ODeepLearningParams extends H2OAlgoParamsBase with HasInitialBiases with HasInitialWeights with HasIgnoredCols

Linear Supertypes
HasIgnoredCols, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Logging, HasInitialWeights, HasInitialBiases, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2ODeepLearning, H2ODeepLearningClassifier, H2ODeepLearningRegressor
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Inherited
  1. H2ODeepLearningParams
  2. HasIgnoredCols
  3. H2OAlgoCommonUtils
  4. EstimatorCommonUtils
  5. RestCommunication
  6. RestEncodingUtils
  7. Logging
  8. Logging
  9. HasInitialWeights
  10. HasInitialBiases
  11. H2OAlgoParamsBase
  12. H2OFrameLifecycle
  13. ParameterConstructorMethods
  14. Params
  15. Serializable
  16. Serializable
  17. Identifiable
  18. AnyRef
  19. Any
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Visibility
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete 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

  6. val adaptiveRate: BooleanParam

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    Attributes
    protected

  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. val aucType: Param[String]

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    Attributes
    protected

  9. val autoencoder: BooleanParam

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    Attributes
    protected

  10. val averageActivation: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected

  11. val balanceClasses: BooleanParam

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    Attributes
    protected

  12. var binaryModel: Option[H2OBinaryModel]

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

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    protected
    Definition Classes
    ParameterConstructorMethods

  14. val categoricalEncoding: Param[String]

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    Attributes
    protected

  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

  17. val classificationStop: org.apache.spark.ml.param.DoubleParam

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  18. final def clear(param: Param[_]): H2ODeepLearningParams.this.type

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    Definition Classes
    Params

  19. def clone(): AnyRef

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

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

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    Attributes
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    Definition Classes
    H2OAlgoParamsBase

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

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    Definition Classes
    H2OAlgoParamsBase

  23. def convertModelIdToKey(key: String): String

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    EstimatorCommonUtils

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

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    H2OAlgoParamsBase

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

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    Params

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

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    Params

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

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    Definition Classes
    RestCommunication

  28. 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

  29. val diagnostics: BooleanParam

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  30. val distribution: Param[String]

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

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    ParameterConstructorMethods

  32. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    ParameterConstructorMethods

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

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    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

  35. val elasticAveraging: BooleanParam

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  36. val elasticAveragingMovingRate: org.apache.spark.ml.param.DoubleParam

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  37. val elasticAveragingRegularization: org.apache.spark.ml.param.DoubleParam

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  38. val epochs: org.apache.spark.ml.param.DoubleParam

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  39. val epsilon: org.apache.spark.ml.param.DoubleParam

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

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  41. def equals(arg0: Any): Boolean

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

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    Definition Classes
    Params

  43. def explainParams(): String

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    Definition Classes
    Params

  44. val exportCheckpointsDir: NullableStringParam

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  45. val exportWeightsAndBiases: BooleanParam

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  46. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Params

  48. val fastMode: BooleanParam

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  49. def finalize(): Unit

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    @throws( classOf[java.lang.Throwable] )

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

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  51. val foldAssignment: Param[String]

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  52. val foldCol: NullableStringParam

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  53. val forceLoadBalance: BooleanParam

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

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    Params

  55. def getActivation(): String

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  56. def getAdaptiveRate(): Boolean

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  57. def getAucType(): String

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  58. def getAutoencoder(): Boolean

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  59. def getAverageActivation(): Double

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  60. def getBalanceClasses(): Boolean

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  61. def getBinaryModel(): H2OBinaryModel

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    Definition Classes
    H2OAlgoCommonUtils

  62. def getCategoricalEncoding(): String

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

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    Definition Classes
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  64. def getClassSamplingFactors(): Array[Float]

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  65. def getClassificationStop(): Double

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

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    Params

  67. def getDiagnostics(): Boolean

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  68. def getDistribution(): String

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  69. def getElasticAveraging(): Boolean

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  70. def getElasticAveragingMovingRate(): Double

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  71. def getElasticAveragingRegularization(): Double

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  72. def getEpochs(): Double

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  73. def getEpsilon(): Double

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  74. def getExportCheckpointsDir(): String

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  75. def getExportWeightsAndBiases(): Boolean

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  76. def getFastMode(): Boolean

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  77. def getFoldAssignment(): String

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  78. def getFoldCol(): String

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  79. def getForceLoadBalance(): Boolean

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  80. def getHidden(): Array[Int]

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  81. def getHiddenDropoutRatios(): Array[Double]

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  82. def getHuberAlpha(): Double

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  83. def getIgnoreConstCols(): Boolean

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  84. def getIgnoredCols(): Array[String]

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    Definition Classes
    HasIgnoredCols

  85. def getInitialBiases(): Array[DenseVector]

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    Definition Classes
    HasInitialBiases

  86. def getInitialWeightDistribution(): String

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  87. def getInitialWeightScale(): Double

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  88. def getInitialWeights(): Array[DenseMatrix]

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    Definition Classes
    HasInitialWeights

  89. def getInputDropoutRatio(): Double

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  90. def getKeepCrossValidationFoldAssignment(): Boolean

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  91. def getKeepCrossValidationModels(): Boolean

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  92. def getKeepCrossValidationPredictions(): Boolean

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  93. def getL1(): Double

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  94. def getL2(): Double

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  95. def getLabelCol(): String

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  96. def getLoss(): String

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  97. def getMaxAfterBalanceSize(): Float

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  98. def getMaxCategoricalFeatures(): Int

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  99. def getMaxRuntimeSecs(): Double

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  100. def getMaxW2(): Float

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  101. def getMiniBatchSize(): Int

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  102. def getMissingValuesHandling(): String

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  103. def getModelId(): String

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  104. def getMomentumRamp(): Double

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  105. def getMomentumStable(): Double

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  106. def getMomentumStart(): Double

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  107. def getNesterovAcceleratedGradient(): Boolean

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  108. def getNfolds(): Int

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  109. def getOffsetCol(): String

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

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    Definition Classes
    Params

  111. def getOverwriteWithBestModel(): Boolean

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

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    Definition Classes
    Params

  113. def getQuantileAlpha(): Double

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  114. def getQuietMode(): Boolean

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  115. def getRate(): Double

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  116. def getRateAnnealing(): Double

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  117. def getRateDecay(): Double

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  118. def getRegressionStop(): Double

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  119. def getReplicateTrainingData(): Boolean

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  120. def getReproducible(): Boolean

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  121. def getRho(): Double

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  122. def getScoreDutyCycle(): Double

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  123. def getScoreEachIteration(): Boolean

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  124. def getScoreInterval(): Double

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  125. def getScoreTrainingSamples(): Long

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  126. def getScoreValidationSamples(): Long

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  127. def getScoreValidationSampling(): String

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  128. def getSeed(): Long

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  129. def getShuffleTrainingData(): Boolean

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  130. def getSingleNodeMode(): Boolean

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  131. def getSparse(): Boolean

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  132. def getSparsityBeta(): Double

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  133. def getStandardize(): Boolean

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  134. def getStoppingMetric(): String

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  135. def getStoppingRounds(): Int

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  136. def getStoppingTolerance(): Double

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  137. def getTargetRatioCommToComp(): Double

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  138. def getTrainSamplesPerIteration(): Long

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  139. def getTweediePower(): Double

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  140. def getUseAllFactorLevels(): Boolean

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  141. def getVariableImportances(): Boolean

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  142. def getWeightCol(): String

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

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    Definition Classes
    Params

  144. def hasParam(paramName: String): Boolean

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    Params

  145. def hashCode(): Int

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  146. val hidden: IntArrayParam

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  147. val hiddenDropoutRatios: NullableDoubleArrayParam

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  148. val huberAlpha: org.apache.spark.ml.param.DoubleParam

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  149. val ignoreConstCols: BooleanParam

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  150. val initialWeightDistribution: Param[String]

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  151. val initialWeightScale: org.apache.spark.ml.param.DoubleParam

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

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    Logging

  153. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

  154. val inputDropoutRatio: org.apache.spark.ml.param.DoubleParam

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  155. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

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    RestCommunication

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

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    RestCommunication

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

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

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

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  160. final def isInstanceOf[T0]: Boolean

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  161. def isPrimitiveType(value: Any): Boolean

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    RestEncodingUtils

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

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  163. def isTraceEnabled(): Boolean

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    Logging

  164. val keepCrossValidationFoldAssignment: BooleanParam

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  165. val keepCrossValidationModels: BooleanParam

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  166. val keepCrossValidationPredictions: BooleanParam

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  167. val l1: org.apache.spark.ml.param.DoubleParam

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  168. val l2: org.apache.spark.ml.param.DoubleParam

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  169. val labelCol: Param[String]

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  170. def log: Logger

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    Logging

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

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

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    Logging

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

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    Logging

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

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

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

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    Logging

  177. def logName: String

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    Logging

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

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

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

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    Logging

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

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    Logging

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

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  183. val loss: Param[String]

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  184. val maxAfterBalanceSize: FloatParam

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  185. val maxCategoricalFeatures: IntParam

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  186. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam

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  187. val maxW2: FloatParam

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  188. val miniBatchSize: IntParam

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  189. val missingValuesHandling: Param[String]

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  190. val modelId: NullableStringParam

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  191. val momentumRamp: org.apache.spark.ml.param.DoubleParam

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  192. val momentumStable: org.apache.spark.ml.param.DoubleParam

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  193. val momentumStart: org.apache.spark.ml.param.DoubleParam

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

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  195. val nesterovAcceleratedGradient: BooleanParam

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  196. val nfolds: IntParam

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  197. final def notify(): Unit

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  198. final def notifyAll(): Unit

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

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

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

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

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

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

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

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

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  207. val offsetCol: NullableStringParam

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  208. val overwriteWithBestModel: BooleanParam

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

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  210. def paramTag: ClassTag[DeepLearningParameters]

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

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  212. val quantileAlpha: org.apache.spark.ml.param.DoubleParam

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  213. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  214. val quietMode: BooleanParam

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  215. val rate: org.apache.spark.ml.param.DoubleParam

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  216. val rateAnnealing: org.apache.spark.ml.param.DoubleParam

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  217. val rateDecay: org.apache.spark.ml.param.DoubleParam

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  218. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

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  219. val regressionStop: org.apache.spark.ml.param.DoubleParam

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  220. val replicateTrainingData: BooleanParam

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  221. val reproducible: BooleanParam

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  222. 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

  223. val rho: org.apache.spark.ml.param.DoubleParam

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  224. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  225. val scoreDutyCycle: org.apache.spark.ml.param.DoubleParam

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  226. val scoreEachIteration: BooleanParam

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  227. val scoreInterval: org.apache.spark.ml.param.DoubleParam

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  228. val scoreTrainingSamples: LongParam

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  229. val scoreValidationSamples: LongParam

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  230. val scoreValidationSampling: Param[String]

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  231. val seed: LongParam

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

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  233. final def set(param: String, value: Any): H2ODeepLearningParams.this.type

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  234. final def set[T](param: Param[T], value: T): H2ODeepLearningParams.this.type

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    Definition Classes
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  235. def setActivation(value: String): H2ODeepLearningParams.this.type

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  236. def setAdaptiveRate(value: Boolean): H2ODeepLearningParams.this.type

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  237. def setAucType(value: String): H2ODeepLearningParams.this.type

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  238. def setAutoencoder(value: Boolean): H2ODeepLearningParams.this.type

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  239. def setAverageActivation(value: Double): H2ODeepLearningParams.this.type

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  240. def setBalanceClasses(value: Boolean): H2ODeepLearningParams.this.type

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  241. def setCategoricalEncoding(value: String): H2ODeepLearningParams.this.type

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  242. def setClassSamplingFactors(value: Array[Float]): H2ODeepLearningParams.this.type

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  243. def setClassificationStop(value: Double): H2ODeepLearningParams.this.type

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  244. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningParams.this.type

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    Definition Classes
    Params

  245. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningParams.this.type

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    Attributes
    protected
    Definition Classes
    Params

  246. def setDiagnostics(value: Boolean): H2ODeepLearningParams.this.type

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  247. def setDistribution(value: String): H2ODeepLearningParams.this.type

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  248. def setElasticAveraging(value: Boolean): H2ODeepLearningParams.this.type

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  249. def setElasticAveragingMovingRate(value: Double): H2ODeepLearningParams.this.type

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  250. def setElasticAveragingRegularization(value: Double): H2ODeepLearningParams.this.type

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  251. def setEpochs(value: Double): H2ODeepLearningParams.this.type

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  252. def setEpsilon(value: Double): H2ODeepLearningParams.this.type

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  253. def setExportCheckpointsDir(value: String): H2ODeepLearningParams.this.type

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  254. def setExportWeightsAndBiases(value: Boolean): H2ODeepLearningParams.this.type

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  255. def setFastMode(value: Boolean): H2ODeepLearningParams.this.type

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  256. def setFoldAssignment(value: String): H2ODeepLearningParams.this.type

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  257. def setFoldCol(value: String): H2ODeepLearningParams.this.type

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  258. def setForceLoadBalance(value: Boolean): H2ODeepLearningParams.this.type

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  259. def setHidden(value: Array[Int]): H2ODeepLearningParams.this.type

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

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  261. def setHuberAlpha(value: Double): H2ODeepLearningParams.this.type

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  262. def setIgnoreConstCols(value: Boolean): H2ODeepLearningParams.this.type

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  263. def setIgnoredCols(value: Array[String]): H2ODeepLearningParams.this.type

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    Definition Classes
    HasIgnoredCols

  264. def setInitialBiases(value: Array[DenseVector]): H2ODeepLearningParams.this.type

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    Definition Classes
    HasInitialBiases

  265. def setInitialWeightDistribution(value: String): H2ODeepLearningParams.this.type

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  266. def setInitialWeightScale(value: Double): H2ODeepLearningParams.this.type

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  267. def setInitialWeights(value: Array[DenseMatrix]): H2ODeepLearningParams.this.type

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    Definition Classes
    HasInitialWeights

  268. def setInputDropoutRatio(value: Double): H2ODeepLearningParams.this.type

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  269. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearningParams.this.type

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  270. def setKeepCrossValidationModels(value: Boolean): H2ODeepLearningParams.this.type

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  271. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearningParams.this.type

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  272. def setL1(value: Double): H2ODeepLearningParams.this.type

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  273. def setL2(value: Double): H2ODeepLearningParams.this.type

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  274. def setLabelCol(value: String): H2ODeepLearningParams.this.type

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  275. def setLoss(value: String): H2ODeepLearningParams.this.type

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  276. def setMaxAfterBalanceSize(value: Float): H2ODeepLearningParams.this.type

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  277. def setMaxCategoricalFeatures(value: Int): H2ODeepLearningParams.this.type

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  278. def setMaxRuntimeSecs(value: Double): H2ODeepLearningParams.this.type

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  279. def setMaxW2(value: Float): H2ODeepLearningParams.this.type

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  280. def setMiniBatchSize(value: Int): H2ODeepLearningParams.this.type

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  281. def setMissingValuesHandling(value: String): H2ODeepLearningParams.this.type

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  282. def setModelId(value: String): H2ODeepLearningParams.this.type

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  283. def setMomentumRamp(value: Double): H2ODeepLearningParams.this.type

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  284. def setMomentumStable(value: Double): H2ODeepLearningParams.this.type

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  285. def setMomentumStart(value: Double): H2ODeepLearningParams.this.type

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  286. def setNesterovAcceleratedGradient(value: Boolean): H2ODeepLearningParams.this.type

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  287. def setNfolds(value: Int): H2ODeepLearningParams.this.type

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  288. def setOffsetCol(value: String): H2ODeepLearningParams.this.type

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  289. def setOverwriteWithBestModel(value: Boolean): H2ODeepLearningParams.this.type

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  290. def setQuantileAlpha(value: Double): H2ODeepLearningParams.this.type

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  291. def setQuietMode(value: Boolean): H2ODeepLearningParams.this.type

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  292. def setRate(value: Double): H2ODeepLearningParams.this.type

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  293. def setRateAnnealing(value: Double): H2ODeepLearningParams.this.type

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  294. def setRateDecay(value: Double): H2ODeepLearningParams.this.type

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  295. def setRegressionStop(value: Double): H2ODeepLearningParams.this.type

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  296. def setReplicateTrainingData(value: Boolean): H2ODeepLearningParams.this.type

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  297. def setReproducible(value: Boolean): H2ODeepLearningParams.this.type

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  298. def setRho(value: Double): H2ODeepLearningParams.this.type

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  299. def setScoreDutyCycle(value: Double): H2ODeepLearningParams.this.type

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  300. def setScoreEachIteration(value: Boolean): H2ODeepLearningParams.this.type

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  301. def setScoreInterval(value: Double): H2ODeepLearningParams.this.type

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  302. def setScoreTrainingSamples(value: Long): H2ODeepLearningParams.this.type

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  303. def setScoreValidationSamples(value: Long): H2ODeepLearningParams.this.type

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  304. def setScoreValidationSampling(value: String): H2ODeepLearningParams.this.type

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  305. def setSeed(value: Long): H2ODeepLearningParams.this.type

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  306. def setShuffleTrainingData(value: Boolean): H2ODeepLearningParams.this.type

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  307. def setSingleNodeMode(value: Boolean): H2ODeepLearningParams.this.type

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  308. def setSparse(value: Boolean): H2ODeepLearningParams.this.type

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  309. def setSparsityBeta(value: Double): H2ODeepLearningParams.this.type

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  310. def setStandardize(value: Boolean): H2ODeepLearningParams.this.type

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  311. def setStoppingMetric(value: String): H2ODeepLearningParams.this.type

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  312. def setStoppingRounds(value: Int): H2ODeepLearningParams.this.type

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  313. def setStoppingTolerance(value: Double): H2ODeepLearningParams.this.type

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  314. def setTargetRatioCommToComp(value: Double): H2ODeepLearningParams.this.type

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  315. def setTrainSamplesPerIteration(value: Long): H2ODeepLearningParams.this.type

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  316. def setTweediePower(value: Double): H2ODeepLearningParams.this.type

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  317. def setUseAllFactorLevels(value: Boolean): H2ODeepLearningParams.this.type

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  318. def setVariableImportances(value: Boolean): H2ODeepLearningParams.this.type

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  319. def setWeightCol(value: String): H2ODeepLearningParams.this.type

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  320. val shuffleTrainingData: BooleanParam

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    Attributes
    protected

  321. val singleNodeMode: BooleanParam

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    Attributes
    protected

  322. val sparse: BooleanParam

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    Attributes
    protected

  323. val sparsityBeta: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected

  324. val standardize: BooleanParam

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    Attributes
    protected

  325. val stoppingMetric: Param[String]

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    Attributes
    protected

  326. val stoppingRounds: IntParam

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    Attributes
    protected

  327. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

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    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  330. def stringify(value: Any): String

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    Attributes
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    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  335. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  337. val targetRatioCommToComp: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected

  338. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  340. val trainSamplesPerIteration: LongParam

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    Attributes
    protected

  341. val tweediePower: org.apache.spark.ml.param.DoubleParam

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    Attributes
    protected

  342. 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

  343. val useAllFactorLevels: BooleanParam

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    Attributes
    protected

  344. val variableImportances: BooleanParam

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    Attributes
    protected

  345. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  348. val weightCol: NullableStringParam

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    Attributes
    protected

Inherited from HasIgnoredCols

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from Logging

Inherited from HasInitialWeights

Inherited from HasInitialBiases

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped