Packages

class H2ODeepLearningRegressor extends H2ODeepLearning with H2ORegressor with DistributionForRegressionCheck

Linear Supertypes
DistributionForRegressionCheck, H2ORegressor, 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. H2ODeepLearningRegressor
  2. DistributionForRegressionCheck
  3. H2ORegressor
  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 H2ODeepLearningRegressor()
  2. new H2ODeepLearningRegressor(uid: String)

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. val activation: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  6. val adaptiveRate: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  7. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  8. val aucType: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  9. val averageActivation: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  10. val balanceClasses: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  11. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  12. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  13. val calculateFeatureImportances: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  14. val categoricalEncoding: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  15. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  16. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  17. val classificationStop: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  18. final def clear(param: Param[_]): H2ODeepLearningRegressor.this.type
    Definition Classes
    Params
  19. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  20. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  21. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  22. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  23. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  24. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  25. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  26. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  27. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  28. def copy(extra: ParamMap): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params
  29. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  30. def createMOJOSettings(): H2OMOJOSettings
    Attributes
    protected
    Definition Classes
    H2OAlgorithmH2OEstimator
  31. def createMOJOUID(): String
    Attributes
    protected
    Definition Classes
    H2OEstimator
  32. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  33. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  34. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    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
    Definition Classes
    RestCommunication
  36. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  37. val diagnostics: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  38. val distribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  39. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  40. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  41. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  42. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  43. val elasticAveraging: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  44. val elasticAveragingMovingRate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  45. val elasticAveragingRegularization: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  46. val epochs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  47. val epsilon: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  48. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  49. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  50. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  51. def explainParams(): String
    Definition Classes
    Params
  52. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  53. val exportWeightsAndBiases: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  54. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  55. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  56. val fastMode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  57. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  58. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  59. def fit(dataset: Dataset[_]): H2ODeepLearningMOJOModel
    Definition Classes
    H2ODeepLearningH2OSupervisedAlgorithmH2OAlgorithmH2OEstimator → Estimator
  60. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  61. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  62. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  63. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  64. val foldAssignment: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  65. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  66. val forceLoadBalance: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  67. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  68. def getActivation(): String
    Definition Classes
    H2ODeepLearningParams
  69. def getAdaptiveRate(): Boolean
    Definition Classes
    H2ODeepLearningParams
  70. def getAucType(): String
    Definition Classes
    H2ODeepLearningParams
  71. def getAutoencoder(): Boolean
    Definition Classes
    HasDeprecatedAutoencoder
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  72. def getAverageActivation(): Double
    Definition Classes
    H2ODeepLearningParams
  73. def getBalanceClasses(): Boolean
    Definition Classes
    H2ODeepLearningParams
  74. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  75. def getCalculateFeatureImportances(): Boolean
  76. def getCategoricalEncoding(): String
    Definition Classes
    H2ODeepLearningParams
  77. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  78. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2ODeepLearningParams
  79. def getClassificationStop(): Double
    Definition Classes
    H2ODeepLearningParams
  80. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  81. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  82. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  83. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  84. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  85. def getDetailedPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  86. def getDiagnostics(): Boolean
    Definition Classes
    H2ODeepLearningParams
  87. def getDistribution(): String
    Definition Classes
    H2ODeepLearningParams
  88. def getElasticAveraging(): Boolean
    Definition Classes
    H2ODeepLearningParams
  89. def getElasticAveragingMovingRate(): Double
    Definition Classes
    H2ODeepLearningParams
  90. def getElasticAveragingRegularization(): Double
    Definition Classes
    H2ODeepLearningParams
  91. def getEpochs(): Double
    Definition Classes
    H2ODeepLearningParams
  92. def getEpsilon(): Double
    Definition Classes
    H2ODeepLearningParams
  93. def getExportCheckpointsDir(): String
    Definition Classes
    H2ODeepLearningParams
  94. def getExportWeightsAndBiases(): Boolean
    Definition Classes
    H2ODeepLearningParams
  95. def getFastMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  96. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  97. def getFoldAssignment(): String
    Definition Classes
    H2ODeepLearningParams
  98. def getFoldCol(): String
    Definition Classes
    H2ODeepLearningParams
  99. def getForceLoadBalance(): Boolean
    Definition Classes
    H2ODeepLearningParams
  100. def getHidden(): Array[Int]
    Definition Classes
    H2ODeepLearningParams
  101. def getHiddenDropoutRatios(): Array[Double]
    Definition Classes
    H2ODeepLearningParams
  102. def getHuberAlpha(): Double
    Definition Classes
    H2ODeepLearningParams
  103. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2ODeepLearningParams
  104. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  105. def getInitialBiases(): Array[DenseVector]
    Definition Classes
    HasInitialBiases
  106. def getInitialWeightDistribution(): String
    Definition Classes
    H2ODeepLearningParams
  107. def getInitialWeightScale(): Double
    Definition Classes
    H2ODeepLearningParams
  108. def getInitialWeights(): Array[DenseMatrix]
    Definition Classes
    HasInitialWeights
  109. def getInputDropoutRatio(): Double
    Definition Classes
    H2ODeepLearningParams
  110. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  111. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2ODeepLearningParams
  112. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2ODeepLearningParams
  113. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2ODeepLearningParams
  114. def getL1(): Double
    Definition Classes
    H2ODeepLearningParams
  115. def getL2(): Double
    Definition Classes
    H2ODeepLearningParams
  116. def getLabelCol(): String
    Definition Classes
    H2ODeepLearningParams
  117. def getLoss(): String
    Definition Classes
    H2ODeepLearningParams
  118. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2ODeepLearningParams
  119. def getMaxCategoricalFeatures(): Int
    Definition Classes
    H2ODeepLearningParams
  120. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2ODeepLearningParams
  121. def getMaxW2(): Float
    Definition Classes
    H2ODeepLearningParams
  122. def getMiniBatchSize(): Int
    Definition Classes
    H2ODeepLearningParams
  123. def getMissingValuesHandling(): String
    Definition Classes
    H2ODeepLearningParams
  124. def getModelId(): String
    Definition Classes
    H2ODeepLearningParams
  125. def getMomentumRamp(): Double
    Definition Classes
    H2ODeepLearningParams
  126. def getMomentumStable(): Double
    Definition Classes
    H2ODeepLearningParams
  127. def getMomentumStart(): Double
    Definition Classes
    H2ODeepLearningParams
  128. def getNesterovAcceleratedGradient(): Boolean
    Definition Classes
    H2ODeepLearningParams
  129. def getNfolds(): Int
    Definition Classes
    H2ODeepLearningParams
  130. def getOffsetCol(): String
    Definition Classes
    H2ODeepLearningParams
  131. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  132. def getOverwriteWithBestModel(): Boolean
    Definition Classes
    H2ODeepLearningParams
  133. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  134. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  135. def getQuantileAlpha(): Double
    Definition Classes
    H2ODeepLearningParams
  136. def getQuietMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  137. def getRate(): Double
    Definition Classes
    H2ODeepLearningParams
  138. def getRateAnnealing(): Double
    Definition Classes
    H2ODeepLearningParams
  139. def getRateDecay(): Double
    Definition Classes
    H2ODeepLearningParams
  140. def getRegressionStop(): Double
    Definition Classes
    H2ODeepLearningParams
  141. def getReplicateTrainingData(): Boolean
    Definition Classes
    H2ODeepLearningParams
  142. def getReproducible(): Boolean
    Definition Classes
    H2ODeepLearningParams
  143. def getRho(): Double
    Definition Classes
    H2ODeepLearningParams
  144. def getScoreDutyCycle(): Double
    Definition Classes
    H2ODeepLearningParams
  145. def getScoreEachIteration(): Boolean
    Definition Classes
    H2ODeepLearningParams
  146. def getScoreInterval(): Double
    Definition Classes
    H2ODeepLearningParams
  147. def getScoreTrainingSamples(): Long
    Definition Classes
    H2ODeepLearningParams
  148. def getScoreValidationSamples(): Long
    Definition Classes
    H2ODeepLearningParams
  149. def getScoreValidationSampling(): String
    Definition Classes
    H2ODeepLearningParams
  150. def getSeed(): Long
    Definition Classes
    H2ODeepLearningParams
  151. def getShuffleTrainingData(): Boolean
    Definition Classes
    H2ODeepLearningParams
  152. def getSingleNodeMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  153. def getSparse(): Boolean
    Definition Classes
    H2ODeepLearningParams
  154. def getSparsityBeta(): Double
    Definition Classes
    H2ODeepLearningParams
  155. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  156. def getStandardize(): Boolean
    Definition Classes
    H2ODeepLearningParams
  157. def getStoppingMetric(): String
    Definition Classes
    H2ODeepLearningParams
  158. def getStoppingRounds(): Int
    Definition Classes
    H2ODeepLearningParams
  159. def getStoppingTolerance(): Double
    Definition Classes
    H2ODeepLearningParams
  160. def getTargetRatioCommToComp(): Double
    Definition Classes
    H2ODeepLearningParams
  161. def getTrainSamplesPerIteration(): Long
    Definition Classes
    H2ODeepLearningParams
  162. def getTweediePower(): Double
    Definition Classes
    H2ODeepLearningParams
  163. def getUseAllFactorLevels(): Boolean
    Definition Classes
    H2ODeepLearningParams
  164. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  165. def getVariableImportances(): Boolean
    Definition Classes
    HasDeprecatedVariableImportances
    Annotations
    @DeprecatedMethod( "getCalculateFeatureImportances" , "3.38" )
  166. def getWeightCol(): String
    Definition Classes
    H2ODeepLearningParams
  167. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  168. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  169. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  170. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  171. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  172. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  173. val hidden: IntArrayParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  174. val hiddenDropoutRatios: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  175. val huberAlpha: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  176. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  177. val initialWeightDistribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  178. val initialWeightScale: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  179. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  180. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  181. val inputDropoutRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  182. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  183. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  184. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  185. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  186. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  187. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  188. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  189. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  190. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  191. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  192. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  193. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  194. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  195. val l1: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  196. val l2: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  197. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  198. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  199. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  200. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  201. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  202. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  203. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  204. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  205. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  206. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  207. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  208. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  209. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  210. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  211. val loss: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  212. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  213. val maxCategoricalFeatures: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  214. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  215. val maxW2: FloatParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  216. val miniBatchSize: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  217. val missingValuesHandling: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  218. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  219. val momentumRamp: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  220. val momentumStable: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  221. val momentumStart: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  222. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  223. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  224. val nesterovAcceleratedGradient: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  225. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  226. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  227. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  228. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  229. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  230. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  231. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  232. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  233. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  234. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  235. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  236. val offsetCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  237. val overwriteWithBestModel: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  238. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  239. def paramTag: ClassTag[DeepLearningParameters]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  240. var parameters: DeepLearningParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  241. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  242. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  243. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparationH2OTrainFramePreparation
  244. val quantileAlpha: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  245. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  246. val quietMode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  247. val rate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  248. val rateAnnealing: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  249. val rateDecay: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  250. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  251. val regressionStop: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  252. val replicateTrainingData: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  253. val reproducible: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  254. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  255. val rho: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  256. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  257. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  258. val scoreDutyCycle: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  259. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  260. val scoreInterval: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  261. val scoreTrainingSamples: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  262. val scoreValidationSamples: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  263. val scoreValidationSampling: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  264. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  265. final def set(paramPair: ParamPair[_]): H2ODeepLearningRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  266. final def set(param: String, value: Any): H2ODeepLearningRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  267. final def set[T](param: Param[T], value: T): H2ODeepLearningRegressor.this.type
    Definition Classes
    Params
  268. def setActivation(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  269. def setAdaptiveRate(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  270. def setAucType(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  271. def setAutoencoder(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    HasDeprecatedAutoencoder
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  272. def setAverageActivation(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  273. def setBalanceClasses(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  274. def setCalculateFeatureImportances(value: Boolean): H2ODeepLearningRegressor.this.type
  275. def setCategoricalEncoding(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  276. def setClassSamplingFactors(value: Array[Float]): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  277. def setClassificationStop(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  278. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  279. def setColumnsToCategorical(columns: Array[String]): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  280. def setColumnsToCategorical(first: String, others: String*): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  281. def setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  282. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  283. def setDataFrameSerializer(fullClassName: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OBaseMOJOParams
  284. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  285. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  286. def setDetailedPredictionCol(columnName: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  287. def setDiagnostics(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  288. def setDistribution(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  289. def setElasticAveraging(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  290. def setElasticAveragingMovingRate(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  291. def setElasticAveragingRegularization(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  292. def setEpochs(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  293. def setEpsilon(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  294. def setExportCheckpointsDir(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  295. def setExportWeightsAndBiases(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  296. def setFastMode(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  297. def setFeaturesCol(first: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  298. def setFeaturesCols(columnNames: ArrayList[String]): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  299. def setFeaturesCols(columnNames: Array[String]): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  300. def setFeaturesCols(first: String, others: String*): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  301. def setFoldAssignment(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  302. def setFoldCol(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  303. def setForceLoadBalance(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  304. def setHidden(value: Array[Int]): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  305. def setHiddenDropoutRatios(value: Array[Double]): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  306. def setHuberAlpha(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  307. def setIgnoreConstCols(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  308. def setIgnoredCols(value: Array[String]): H2ODeepLearningRegressor.this.type
    Definition Classes
    HasIgnoredCols
  309. def setInitialBiases(value: Array[DenseVector]): H2ODeepLearningRegressor.this.type
    Definition Classes
    HasInitialBiases
  310. def setInitialWeightDistribution(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  311. def setInitialWeightScale(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  312. def setInitialWeights(value: Array[DenseMatrix]): H2ODeepLearningRegressor.this.type
    Definition Classes
    HasInitialWeights
  313. def setInputDropoutRatio(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  314. def setKeepBinaryModels(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  315. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  316. def setKeepCrossValidationModels(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  317. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  318. def setL1(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  319. def setL2(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  320. def setLabelCol(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  321. def setLoss(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  322. def setMaxAfterBalanceSize(value: Float): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  323. def setMaxCategoricalFeatures(value: Int): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  324. def setMaxRuntimeSecs(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  325. def setMaxW2(value: Float): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  326. def setMiniBatchSize(value: Int): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  327. def setMissingValuesHandling(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  328. def setModelId(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  329. def setMomentumRamp(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  330. def setMomentumStable(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  331. def setMomentumStart(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  332. def setNamedMojoOutputColumns(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  333. def setNesterovAcceleratedGradient(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  334. def setNfolds(value: Int): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  335. def setOffsetCol(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  336. def setOverwriteWithBestModel(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  337. def setPredictionCol(columnName: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  338. def setQuantileAlpha(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  339. def setQuietMode(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  340. def setRate(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  341. def setRateAnnealing(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  342. def setRateDecay(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  343. def setRegressionStop(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  344. def setReplicateTrainingData(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  345. def setReproducible(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  346. def setRho(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  347. def setScoreDutyCycle(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  348. def setScoreEachIteration(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  349. def setScoreInterval(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  350. def setScoreTrainingSamples(value: Long): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  351. def setScoreValidationSamples(value: Long): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  352. def setScoreValidationSampling(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  353. def setSeed(value: Long): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  354. def setShuffleTrainingData(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  355. def setSingleNodeMode(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  356. def setSparse(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  357. def setSparsityBeta(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  358. def setSplitRatio(ratio: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  359. def setStandardize(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  360. def setStoppingMetric(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  361. def setStoppingRounds(value: Int): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  362. def setStoppingTolerance(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  363. def setTargetRatioCommToComp(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  364. def setTrainSamplesPerIteration(value: Long): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  365. def setTweediePower(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  366. def setUseAllFactorLevels(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  367. def setValidationDataFrame(dataFrame: DataFrame): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  368. def setVariableImportances(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    HasDeprecatedVariableImportances
    Annotations
    @DeprecatedMethod( "setCalculateFeatureImportances" , "3.38" )
  369. def setWeightCol(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  370. def setWithContributions(enabled: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  371. def setWithLeafNodeAssignments(enabled: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  372. def setWithStageResults(enabled: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  373. val shuffleTrainingData: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  374. val singleNodeMode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  375. val sparse: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  376. val sparsityBeta: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  377. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  378. val standardize: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  379. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  380. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  381. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  382. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  383. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  384. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  385. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  386. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  387. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  388. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  389. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  390. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  391. val targetRatioCommToComp: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  392. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  393. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  394. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  395. val trainSamplesPerIteration: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  396. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumnH2OSupervisedAlgorithmH2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  397. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  398. val tweediePower: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  399. val uid: String
    Definition Classes
    H2ODeepLearningRegressorH2ODeepLearning → Identifiable
  400. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  401. val useAllFactorLevels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  402. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  403. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  404. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  405. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  406. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  407. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  408. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  409. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  410. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  411. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

  1. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2ORegressor

Inherited from H2ODeepLearning

Inherited from H2ODeepLearningParams

Inherited from HasDeprecatedAutoencoder

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