Packages

class H2ODeepLearningRegressor extends H2ODeepLearning with H2ORegressor with DistributionForRegressionCheck

Linear Supertypes
DistributionForRegressionCheck, H2ORegressor, H2ODeepLearning, DistributionBasedH2OTrainFramePreparation, H2ODeepLearningParams, HasIgnoredCols, HasInitialWeights, HasInitialBiases, H2OSupervisedAlgorithm[DeepLearningParameters], H2OAlgorithm[DeepLearningParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2ODeepLearningRegressor
  2. DistributionForRegressionCheck
  3. H2ORegressor
  4. H2ODeepLearning
  5. DistributionBasedH2OTrainFramePreparation
  6. H2ODeepLearningParams
  7. HasIgnoredCols
  8. HasInitialWeights
  9. HasInitialBiases
  10. H2OSupervisedAlgorithm
  11. H2OAlgorithm
  12. DefaultParamsWritable
  13. MLWritable
  14. H2OTrainFramePreparation
  15. H2OAlgoCommonUtils
  16. EstimatorCommonUtils
  17. RestCommunication
  18. RestEncodingUtils
  19. H2OCommonParams
  20. H2OAlgoParamsBase
  21. H2OFrameLifecycle
  22. ParameterConstructorMethods
  23. H2OBaseMOJOParams
  24. Logging
  25. Estimator
  26. PipelineStage
  27. Logging
  28. Params
  29. Serializable
  30. Serializable
  31. Identifiable
  32. AnyRef
  33. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ODeepLearningRegressor()
  2. new H2ODeepLearningRegressor(uid: String)

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 autoencoder: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  10. val averageActivation: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  11. val balanceClasses: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  12. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  13. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  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
    H2OAlgorithm → Estimator → PipelineStage → Params
  29. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  30. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  31. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  32. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  33. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  34. val diagnostics: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  35. val distribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  36. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  37. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  38. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  39. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  40. val elasticAveraging: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  41. val elasticAveragingMovingRate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  42. val elasticAveragingRegularization: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  43. val epochs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  44. val epsilon: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  45. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  46. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  47. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  48. def explainParams(): String
    Definition Classes
    Params
  49. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  50. val exportWeightsAndBiases: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  51. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  52. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  53. val fastMode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  54. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  55. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  56. def fit(dataset: Dataset[_]): H2ODeepLearningMOJOModel
    Definition Classes
    H2ODeepLearning → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator
  57. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  58. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  59. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  60. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  61. val foldAssignment: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  62. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  63. val forceLoadBalance: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  64. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  65. def getActivation(): String
    Definition Classes
    H2ODeepLearningParams
  66. def getAdaptiveRate(): Boolean
    Definition Classes
    H2ODeepLearningParams
  67. def getAucType(): String
    Definition Classes
    H2ODeepLearningParams
  68. def getAutoencoder(): Boolean
    Definition Classes
    H2ODeepLearningParams
  69. def getAverageActivation(): Double
    Definition Classes
    H2ODeepLearningParams
  70. def getBalanceClasses(): Boolean
    Definition Classes
    H2ODeepLearningParams
  71. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  72. def getCategoricalEncoding(): String
    Definition Classes
    H2ODeepLearningParams
  73. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  74. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2ODeepLearningParams
  75. def getClassificationStop(): Double
    Definition Classes
    H2ODeepLearningParams
  76. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  77. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  78. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  79. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  80. def getDetailedPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  81. def getDiagnostics(): Boolean
    Definition Classes
    H2ODeepLearningParams
  82. def getDistribution(): String
    Definition Classes
    H2ODeepLearningParams
  83. def getElasticAveraging(): Boolean
    Definition Classes
    H2ODeepLearningParams
  84. def getElasticAveragingMovingRate(): Double
    Definition Classes
    H2ODeepLearningParams
  85. def getElasticAveragingRegularization(): Double
    Definition Classes
    H2ODeepLearningParams
  86. def getEpochs(): Double
    Definition Classes
    H2ODeepLearningParams
  87. def getEpsilon(): Double
    Definition Classes
    H2ODeepLearningParams
  88. def getExportCheckpointsDir(): String
    Definition Classes
    H2ODeepLearningParams
  89. def getExportWeightsAndBiases(): Boolean
    Definition Classes
    H2ODeepLearningParams
  90. def getFastMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  91. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams
  92. def getFoldAssignment(): String
    Definition Classes
    H2ODeepLearningParams
  93. def getFoldCol(): String
    Definition Classes
    H2ODeepLearningParams
  94. def getForceLoadBalance(): Boolean
    Definition Classes
    H2ODeepLearningParams
  95. def getHidden(): Array[Int]
    Definition Classes
    H2ODeepLearningParams
  96. def getHiddenDropoutRatios(): Array[Double]
    Definition Classes
    H2ODeepLearningParams
  97. def getHuberAlpha(): Double
    Definition Classes
    H2ODeepLearningParams
  98. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2ODeepLearningParams
  99. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  100. def getInitialBiases(): Array[DenseVector]
    Definition Classes
    HasInitialBiases
  101. def getInitialWeightDistribution(): String
    Definition Classes
    H2ODeepLearningParams
  102. def getInitialWeightScale(): Double
    Definition Classes
    H2ODeepLearningParams
  103. def getInitialWeights(): Array[DenseMatrix]
    Definition Classes
    HasInitialWeights
  104. def getInputDropoutRatio(): Double
    Definition Classes
    H2ODeepLearningParams
  105. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2ODeepLearningParams
  106. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2ODeepLearningParams
  107. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2ODeepLearningParams
  108. def getL1(): Double
    Definition Classes
    H2ODeepLearningParams
  109. def getL2(): Double
    Definition Classes
    H2ODeepLearningParams
  110. def getLabelCol(): String
    Definition Classes
    H2ODeepLearningParams
  111. def getLoss(): String
    Definition Classes
    H2ODeepLearningParams
  112. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2ODeepLearningParams
  113. def getMaxCategoricalFeatures(): Int
    Definition Classes
    H2ODeepLearningParams
  114. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2ODeepLearningParams
  115. def getMaxW2(): Float
    Definition Classes
    H2ODeepLearningParams
  116. def getMiniBatchSize(): Int
    Definition Classes
    H2ODeepLearningParams
  117. def getMissingValuesHandling(): String
    Definition Classes
    H2ODeepLearningParams
  118. def getModelId(): String
    Definition Classes
    H2ODeepLearningParams
  119. def getMomentumRamp(): Double
    Definition Classes
    H2ODeepLearningParams
  120. def getMomentumStable(): Double
    Definition Classes
    H2ODeepLearningParams
  121. def getMomentumStart(): Double
    Definition Classes
    H2ODeepLearningParams
  122. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  123. def getNesterovAcceleratedGradient(): Boolean
    Definition Classes
    H2ODeepLearningParams
  124. def getNfolds(): Int
    Definition Classes
    H2ODeepLearningParams
  125. def getOffsetCol(): String
    Definition Classes
    H2ODeepLearningParams
  126. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  127. def getOverwriteWithBestModel(): Boolean
    Definition Classes
    H2ODeepLearningParams
  128. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  129. def getPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  130. def getQuantileAlpha(): Double
    Definition Classes
    H2ODeepLearningParams
  131. def getQuietMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  132. def getRate(): Double
    Definition Classes
    H2ODeepLearningParams
  133. def getRateAnnealing(): Double
    Definition Classes
    H2ODeepLearningParams
  134. def getRateDecay(): Double
    Definition Classes
    H2ODeepLearningParams
  135. def getRegressionStop(): Double
    Definition Classes
    H2ODeepLearningParams
  136. def getReplicateTrainingData(): Boolean
    Definition Classes
    H2ODeepLearningParams
  137. def getReproducible(): Boolean
    Definition Classes
    H2ODeepLearningParams
  138. def getRho(): Double
    Definition Classes
    H2ODeepLearningParams
  139. def getScoreDutyCycle(): Double
    Definition Classes
    H2ODeepLearningParams
  140. def getScoreEachIteration(): Boolean
    Definition Classes
    H2ODeepLearningParams
  141. def getScoreInterval(): Double
    Definition Classes
    H2ODeepLearningParams
  142. def getScoreTrainingSamples(): Long
    Definition Classes
    H2ODeepLearningParams
  143. def getScoreValidationSamples(): Long
    Definition Classes
    H2ODeepLearningParams
  144. def getScoreValidationSampling(): String
    Definition Classes
    H2ODeepLearningParams
  145. def getSeed(): Long
    Definition Classes
    H2ODeepLearningParams
  146. def getShuffleTrainingData(): Boolean
    Definition Classes
    H2ODeepLearningParams
  147. def getSingleNodeMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  148. def getSparse(): Boolean
    Definition Classes
    H2ODeepLearningParams
  149. def getSparsityBeta(): Double
    Definition Classes
    H2ODeepLearningParams
  150. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  151. def getStandardize(): Boolean
    Definition Classes
    H2ODeepLearningParams
  152. def getStoppingMetric(): String
    Definition Classes
    H2ODeepLearningParams
  153. def getStoppingRounds(): Int
    Definition Classes
    H2ODeepLearningParams
  154. def getStoppingTolerance(): Double
    Definition Classes
    H2ODeepLearningParams
  155. def getTargetRatioCommToComp(): Double
    Definition Classes
    H2ODeepLearningParams
  156. def getTrainSamplesPerIteration(): Long
    Definition Classes
    H2ODeepLearningParams
  157. def getTweediePower(): Double
    Definition Classes
    H2ODeepLearningParams
  158. def getUseAllFactorLevels(): Boolean
    Definition Classes
    H2ODeepLearningParams
  159. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  160. def getVariableImportances(): Boolean
    Definition Classes
    H2ODeepLearningParams
  161. def getWeightCol(): String
    Definition Classes
    H2ODeepLearningParams
  162. def getWithContributions(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  163. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  164. def getWithStageResults(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  165. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  166. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  167. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  168. val hidden: IntArrayParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  169. val hiddenDropoutRatios: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  170. val huberAlpha: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  171. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  172. val initialWeightDistribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  173. val initialWeightScale: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  174. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  175. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  176. val inputDropoutRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  177. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  178. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  179. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  180. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  181. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  182. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  183. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  184. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  185. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  186. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  187. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  188. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  189. val l1: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  190. val l2: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  191. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  192. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  193. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  194. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  195. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  196. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  197. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  198. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  199. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  200. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  201. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  202. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  203. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  204. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  205. val loss: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  206. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  207. val maxCategoricalFeatures: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  208. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  209. val maxW2: FloatParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  210. val miniBatchSize: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  211. val missingValuesHandling: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  212. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  213. val momentumRamp: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  214. val momentumStable: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  215. val momentumStart: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  216. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  217. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  218. val nesterovAcceleratedGradient: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  219. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  220. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  221. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  222. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  223. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  224. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  225. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  226. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  227. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  228. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  229. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  230. val offsetCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  231. val overwriteWithBestModel: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  232. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  233. def paramTag: ClassTag[DeepLearningParameters]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  234. var parameters: DeepLearningParameters
    Attributes
    protected
    Definition Classes
    H2OAlgorithm
  235. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  236. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  237. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation
  238. val quantileAlpha: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  239. 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
  240. val quietMode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  241. val rate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  242. val rateAnnealing: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  243. val rateDecay: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  244. 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
  245. val regressionStop: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  246. val replicateTrainingData: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  247. val reproducible: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  248. 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
  249. val rho: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  250. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  251. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  252. val scoreDutyCycle: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  253. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  254. val scoreInterval: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  255. val scoreTrainingSamples: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  256. val scoreValidationSamples: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  257. val scoreValidationSampling: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  258. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  259. final def set(paramPair: ParamPair[_]): H2ODeepLearningRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  260. final def set(param: String, value: Any): H2ODeepLearningRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  261. final def set[T](param: Param[T], value: T): H2ODeepLearningRegressor.this.type
    Definition Classes
    Params
  262. def setActivation(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  263. def setAdaptiveRate(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  264. def setAucType(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  265. def setAutoencoder(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  266. def setAverageActivation(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  267. def setBalanceClasses(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  268. def setCategoricalEncoding(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  269. def setClassSamplingFactors(value: Array[Float]): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  270. def setClassificationStop(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  271. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  272. def setColumnsToCategorical(columns: Array[String]): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  273. def setColumnsToCategorical(first: String, others: String*): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  274. def setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  275. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  276. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  277. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  278. def setDetailedPredictionCol(columnName: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  279. def setDiagnostics(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  280. def setDistribution(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  281. def setElasticAveraging(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  282. def setElasticAveragingMovingRate(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  283. def setElasticAveragingRegularization(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  284. def setEpochs(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  285. def setEpsilon(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  286. def setExportCheckpointsDir(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  287. def setExportWeightsAndBiases(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  288. def setFastMode(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  289. def setFeaturesCol(first: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  290. def setFeaturesCols(columnNames: ArrayList[String]): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  291. def setFeaturesCols(columnNames: Array[String]): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  292. def setFeaturesCols(first: String, others: String*): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  293. def setFoldAssignment(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  294. def setFoldCol(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  295. def setForceLoadBalance(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  296. def setHidden(value: Array[Int]): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  297. def setHiddenDropoutRatios(value: Array[Double]): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  298. def setHuberAlpha(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  299. def setIgnoreConstCols(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  300. def setIgnoredCols(value: Array[String]): H2ODeepLearningRegressor.this.type
    Definition Classes
    HasIgnoredCols
  301. def setInitialBiases(value: Array[DenseVector]): H2ODeepLearningRegressor.this.type
    Definition Classes
    HasInitialBiases
  302. def setInitialWeightDistribution(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  303. def setInitialWeightScale(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  304. def setInitialWeights(value: Array[DenseMatrix]): H2ODeepLearningRegressor.this.type
    Definition Classes
    HasInitialWeights
  305. def setInputDropoutRatio(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  306. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  307. def setKeepCrossValidationModels(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  308. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  309. def setL1(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  310. def setL2(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  311. def setLabelCol(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  312. def setLoss(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  313. def setMaxAfterBalanceSize(value: Float): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  314. def setMaxCategoricalFeatures(value: Int): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  315. def setMaxRuntimeSecs(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  316. def setMaxW2(value: Float): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  317. def setMiniBatchSize(value: Int): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  318. def setMissingValuesHandling(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  319. def setModelId(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  320. def setMomentumRamp(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  321. def setMomentumStable(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  322. def setMomentumStart(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  323. def setNamedMojoOutputColumns(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  324. def setNesterovAcceleratedGradient(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  325. def setNfolds(value: Int): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  326. def setOffsetCol(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  327. def setOverwriteWithBestModel(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  328. def setPredictionCol(columnName: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  329. def setQuantileAlpha(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  330. def setQuietMode(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  331. def setRate(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  332. def setRateAnnealing(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  333. def setRateDecay(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  334. def setRegressionStop(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  335. def setReplicateTrainingData(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  336. def setReproducible(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  337. def setRho(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  338. def setScoreDutyCycle(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  339. def setScoreEachIteration(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  340. def setScoreInterval(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  341. def setScoreTrainingSamples(value: Long): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  342. def setScoreValidationSamples(value: Long): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  343. def setScoreValidationSampling(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  344. def setSeed(value: Long): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  345. def setShuffleTrainingData(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  346. def setSingleNodeMode(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  347. def setSparse(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  348. def setSparsityBeta(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  349. def setSplitRatio(ratio: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  350. def setStandardize(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  351. def setStoppingMetric(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  352. def setStoppingRounds(value: Int): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  353. def setStoppingTolerance(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  354. def setTargetRatioCommToComp(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  355. def setTrainSamplesPerIteration(value: Long): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  356. def setTweediePower(value: Double): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  357. def setUseAllFactorLevels(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  358. def setValidationDataFrame(dataFrame: DataFrame): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  359. def setVariableImportances(value: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  360. def setWeightCol(value: String): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2ODeepLearningParams
  361. def setWithContributions(enabled: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  362. def setWithDetailedPredictionCol(enabled: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  363. def setWithLeafNodeAssignments(enabled: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  364. def setWithStageResults(enabled: Boolean): H2ODeepLearningRegressor.this.type
    Definition Classes
    H2OCommonParams
  365. val shuffleTrainingData: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  366. val singleNodeMode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  367. val sparse: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  368. val sparsityBeta: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  369. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  370. val standardize: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  371. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  372. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  373. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  374. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  375. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  376. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  377. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  378. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  379. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  380. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  381. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  382. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  383. val targetRatioCommToComp: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  384. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  385. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  386. val trainSamplesPerIteration: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  387. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  388. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  389. val tweediePower: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  390. val uid: String
    Definition Classes
    H2ODeepLearningRegressor → H2ODeepLearning → Identifiable
  391. 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
  392. val useAllFactorLevels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  393. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  394. val variableImportances: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  395. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  396. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  397. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  398. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  399. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  400. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  401. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  402. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  403. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  404. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from DistributionForRegressionCheck

Inherited from H2ORegressor

Inherited from H2ODeepLearning

Inherited from DistributionBasedH2OTrainFramePreparation

Inherited from H2ODeepLearningParams

Inherited from HasIgnoredCols

Inherited from HasInitialWeights

Inherited from HasInitialBiases

Inherited from H2OSupervisedAlgorithm[DeepLearningParameters]

Inherited from H2OAlgorithm[DeepLearningParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

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