class H2ODeepLearning extends H2OSupervisedAlgorithmWithFoldColumn[DeepLearningParameters] with H2ODeepLearningParams with DistributionBasedH2OTrainFramePreparation

Linear Supertypes
DistributionBasedH2OTrainFramePreparation, H2ODeepLearningParams, HasDeprecatedVariableImportances, HasIgnoredCols, HasInitialWeights, HasInitialBiases, H2OSupervisedAlgorithmWithFoldColumn[DeepLearningParameters], 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
Known Subclasses
H2ODeepLearningClassifier, H2ODeepLearningRegressor
Ordering
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  2. By Inheritance
Inherited
  1. H2ODeepLearning
  2. DistributionBasedH2OTrainFramePreparation
  3. H2ODeepLearningParams
  4. HasDeprecatedVariableImportances
  5. HasIgnoredCols
  6. HasInitialWeights
  7. HasInitialBiases
  8. H2OSupervisedAlgorithmWithFoldColumn
  9. H2OSupervisedAlgorithm
  10. H2OAlgorithm
  11. DefaultParamsWritable
  12. MLWritable
  13. H2OTrainFramePreparation
  14. H2OAlgoCommonUtils
  15. EstimatorCommonUtils
  16. RestCommunication
  17. RestEncodingUtils
  18. H2OCommonParams
  19. H2OAlgoParamsBase
  20. H2OFrameLifecycle
  21. ParameterConstructorMethods
  22. H2OBaseMOJOParams
  23. Logging
  24. Estimator
  25. PipelineStage
  26. Logging
  27. Params
  28. Serializable
  29. Serializable
  30. Identifiable
  31. AnyRef
  32. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ODeepLearning()
  2. new H2ODeepLearning(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 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 calculateFeatureImportances: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  15. val categoricalEncoding: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  16. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  17. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  18. val classificationStop: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  19. final def clear(param: Param[_]): H2ODeepLearning.this.type
    Definition Classes
    Params
  20. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  21. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  22. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  23. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  24. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  25. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  26. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  27. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  28. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  29. def copy(extra: ParamMap): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  30. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  31. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  32. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  33. 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
  34. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  35. val diagnostics: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  36. val distribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  37. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  38. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  39. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  40. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  41. val elasticAveraging: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  42. val elasticAveragingMovingRate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  43. val elasticAveragingRegularization: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  44. val epochs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  45. val epsilon: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  46. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  47. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  48. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  49. def explainParams(): String
    Definition Classes
    Params
  50. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  51. val exportWeightsAndBiases: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  52. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  53. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  54. val fastMode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  55. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  56. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  57. def fit(dataset: Dataset[_]): H2ODeepLearningMOJOModel
    Definition Classes
    H2ODeepLearning → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator
  58. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  59. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  60. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  61. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  62. val foldAssignment: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  63. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  64. val forceLoadBalance: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  65. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  66. def getActivation(): String
    Definition Classes
    H2ODeepLearningParams
  67. def getAdaptiveRate(): Boolean
    Definition Classes
    H2ODeepLearningParams
  68. def getAucType(): String
    Definition Classes
    H2ODeepLearningParams
  69. def getAutoencoder(): Boolean
    Definition Classes
    H2ODeepLearningParams
  70. def getAverageActivation(): Double
    Definition Classes
    H2ODeepLearningParams
  71. def getBalanceClasses(): Boolean
    Definition Classes
    H2ODeepLearningParams
  72. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  73. def getCalculateFeatureImportances(): Boolean
    Definition Classes
    H2ODeepLearningParams → HasDeprecatedVariableImportances
  74. def getCategoricalEncoding(): String
    Definition Classes
    H2ODeepLearningParams
  75. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  76. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2ODeepLearningParams
  77. def getClassificationStop(): Double
    Definition Classes
    H2ODeepLearningParams
  78. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  79. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  80. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  81. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  82. def getDetailedPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  83. def getDiagnostics(): Boolean
    Definition Classes
    H2ODeepLearningParams
  84. def getDistribution(): String
    Definition Classes
    H2ODeepLearningParams
  85. def getElasticAveraging(): Boolean
    Definition Classes
    H2ODeepLearningParams
  86. def getElasticAveragingMovingRate(): Double
    Definition Classes
    H2ODeepLearningParams
  87. def getElasticAveragingRegularization(): Double
    Definition Classes
    H2ODeepLearningParams
  88. def getEpochs(): Double
    Definition Classes
    H2ODeepLearningParams
  89. def getEpsilon(): Double
    Definition Classes
    H2ODeepLearningParams
  90. def getExportCheckpointsDir(): String
    Definition Classes
    H2ODeepLearningParams
  91. def getExportWeightsAndBiases(): Boolean
    Definition Classes
    H2ODeepLearningParams
  92. def getFastMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  93. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams
  94. def getFoldAssignment(): String
    Definition Classes
    H2ODeepLearningParams
  95. def getFoldCol(): String
    Definition Classes
    H2ODeepLearningParams
  96. def getForceLoadBalance(): Boolean
    Definition Classes
    H2ODeepLearningParams
  97. def getHidden(): Array[Int]
    Definition Classes
    H2ODeepLearningParams
  98. def getHiddenDropoutRatios(): Array[Double]
    Definition Classes
    H2ODeepLearningParams
  99. def getHuberAlpha(): Double
    Definition Classes
    H2ODeepLearningParams
  100. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2ODeepLearningParams
  101. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  102. def getInitialBiases(): Array[DenseVector]
    Definition Classes
    HasInitialBiases
  103. def getInitialWeightDistribution(): String
    Definition Classes
    H2ODeepLearningParams
  104. def getInitialWeightScale(): Double
    Definition Classes
    H2ODeepLearningParams
  105. def getInitialWeights(): Array[DenseMatrix]
    Definition Classes
    HasInitialWeights
  106. def getInputDropoutRatio(): Double
    Definition Classes
    H2ODeepLearningParams
  107. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2ODeepLearningParams
  108. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2ODeepLearningParams
  109. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2ODeepLearningParams
  110. def getL1(): Double
    Definition Classes
    H2ODeepLearningParams
  111. def getL2(): Double
    Definition Classes
    H2ODeepLearningParams
  112. def getLabelCol(): String
    Definition Classes
    H2ODeepLearningParams
  113. def getLoss(): String
    Definition Classes
    H2ODeepLearningParams
  114. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2ODeepLearningParams
  115. def getMaxCategoricalFeatures(): Int
    Definition Classes
    H2ODeepLearningParams
  116. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2ODeepLearningParams
  117. def getMaxW2(): Float
    Definition Classes
    H2ODeepLearningParams
  118. def getMiniBatchSize(): Int
    Definition Classes
    H2ODeepLearningParams
  119. def getMissingValuesHandling(): String
    Definition Classes
    H2ODeepLearningParams
  120. def getModelId(): String
    Definition Classes
    H2ODeepLearningParams
  121. def getMomentumRamp(): Double
    Definition Classes
    H2ODeepLearningParams
  122. def getMomentumStable(): Double
    Definition Classes
    H2ODeepLearningParams
  123. def getMomentumStart(): Double
    Definition Classes
    H2ODeepLearningParams
  124. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  125. def getNesterovAcceleratedGradient(): Boolean
    Definition Classes
    H2ODeepLearningParams
  126. def getNfolds(): Int
    Definition Classes
    H2ODeepLearningParams
  127. def getOffsetCol(): String
    Definition Classes
    H2ODeepLearningParams
  128. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  129. def getOverwriteWithBestModel(): Boolean
    Definition Classes
    H2ODeepLearningParams
  130. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  131. def getPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  132. def getQuantileAlpha(): Double
    Definition Classes
    H2ODeepLearningParams
  133. def getQuietMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  134. def getRate(): Double
    Definition Classes
    H2ODeepLearningParams
  135. def getRateAnnealing(): Double
    Definition Classes
    H2ODeepLearningParams
  136. def getRateDecay(): Double
    Definition Classes
    H2ODeepLearningParams
  137. def getRegressionStop(): Double
    Definition Classes
    H2ODeepLearningParams
  138. def getReplicateTrainingData(): Boolean
    Definition Classes
    H2ODeepLearningParams
  139. def getReproducible(): Boolean
    Definition Classes
    H2ODeepLearningParams
  140. def getRho(): Double
    Definition Classes
    H2ODeepLearningParams
  141. def getScoreDutyCycle(): Double
    Definition Classes
    H2ODeepLearningParams
  142. def getScoreEachIteration(): Boolean
    Definition Classes
    H2ODeepLearningParams
  143. def getScoreInterval(): Double
    Definition Classes
    H2ODeepLearningParams
  144. def getScoreTrainingSamples(): Long
    Definition Classes
    H2ODeepLearningParams
  145. def getScoreValidationSamples(): Long
    Definition Classes
    H2ODeepLearningParams
  146. def getScoreValidationSampling(): String
    Definition Classes
    H2ODeepLearningParams
  147. def getSeed(): Long
    Definition Classes
    H2ODeepLearningParams
  148. def getShuffleTrainingData(): Boolean
    Definition Classes
    H2ODeepLearningParams
  149. def getSingleNodeMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  150. def getSparse(): Boolean
    Definition Classes
    H2ODeepLearningParams
  151. def getSparsityBeta(): Double
    Definition Classes
    H2ODeepLearningParams
  152. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  153. def getStandardize(): Boolean
    Definition Classes
    H2ODeepLearningParams
  154. def getStoppingMetric(): String
    Definition Classes
    H2ODeepLearningParams
  155. def getStoppingRounds(): Int
    Definition Classes
    H2ODeepLearningParams
  156. def getStoppingTolerance(): Double
    Definition Classes
    H2ODeepLearningParams
  157. def getTargetRatioCommToComp(): Double
    Definition Classes
    H2ODeepLearningParams
  158. def getTrainSamplesPerIteration(): Long
    Definition Classes
    H2ODeepLearningParams
  159. def getTweediePower(): Double
    Definition Classes
    H2ODeepLearningParams
  160. def getUseAllFactorLevels(): Boolean
    Definition Classes
    H2ODeepLearningParams
  161. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  162. def getVariableImportances(): Boolean
    Definition Classes
    HasDeprecatedVariableImportances
    Annotations
    @DeprecatedMethod( "getCalculateFeatureImportances" , "3.36" )
  163. def getWeightCol(): String
    Definition Classes
    H2ODeepLearningParams
  164. def getWithContributions(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  165. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  166. def getWithStageResults(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  167. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  168. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  169. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  170. val hidden: IntArrayParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  171. val hiddenDropoutRatios: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  172. val huberAlpha: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  173. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  174. val initialWeightDistribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  175. val initialWeightScale: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  176. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  177. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  178. val inputDropoutRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  179. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  180. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  181. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  182. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  183. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  184. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  185. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  186. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  187. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  188. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  189. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  190. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  191. val l1: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  192. val l2: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  193. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  194. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  195. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  196. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  197. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  198. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  199. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  200. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  201. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  202. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  203. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  204. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  205. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  206. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  207. val loss: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  208. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  209. val maxCategoricalFeatures: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  210. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  211. val maxW2: FloatParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  212. val miniBatchSize: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  213. val missingValuesHandling: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  214. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  215. val momentumRamp: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  216. val momentumStable: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  217. val momentumStart: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  218. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  219. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  220. val nesterovAcceleratedGradient: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  221. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  222. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  223. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  224. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  225. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  226. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  227. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  228. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  229. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  230. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  231. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  232. val offsetCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  233. val overwriteWithBestModel: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  234. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  235. def paramTag: ClassTag[DeepLearningParameters]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  236. var parameters: DeepLearningParameters
    Attributes
    protected
    Definition Classes
    H2OAlgorithm
  237. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  238. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  239. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation
  240. val quantileAlpha: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  241. 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
  242. val quietMode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  243. val rate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  244. val rateAnnealing: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  245. val rateDecay: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  246. 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
  247. val regressionStop: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  248. val replicateTrainingData: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  249. val reproducible: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  250. 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
  251. val rho: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  252. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  253. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  254. val scoreDutyCycle: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  255. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  256. val scoreInterval: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  257. val scoreTrainingSamples: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  258. val scoreValidationSamples: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  259. val scoreValidationSampling: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  260. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  261. final def set(paramPair: ParamPair[_]): H2ODeepLearning.this.type
    Attributes
    protected
    Definition Classes
    Params
  262. final def set(param: String, value: Any): H2ODeepLearning.this.type
    Attributes
    protected
    Definition Classes
    Params
  263. final def set[T](param: Param[T], value: T): H2ODeepLearning.this.type
    Definition Classes
    Params
  264. def setActivation(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  265. def setAdaptiveRate(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  266. def setAucType(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  267. def setAutoencoder(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  268. def setAverageActivation(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  269. def setBalanceClasses(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  270. def setCalculateFeatureImportances(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams → HasDeprecatedVariableImportances
  271. def setCategoricalEncoding(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  272. def setClassSamplingFactors(value: Array[Float]): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  273. def setClassificationStop(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  274. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  275. def setColumnsToCategorical(columns: Array[String]): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  276. def setColumnsToCategorical(first: String, others: String*): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  277. def setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  278. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  279. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearning.this.type
    Attributes
    protected
    Definition Classes
    Params
  280. final def setDefault[T](param: Param[T], value: T): H2ODeepLearning.this.type
    Attributes
    protected
    Definition Classes
    Params
  281. def setDetailedPredictionCol(columnName: String): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  282. def setDiagnostics(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  283. def setDistribution(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  284. def setElasticAveraging(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  285. def setElasticAveragingMovingRate(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  286. def setElasticAveragingRegularization(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  287. def setEpochs(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  288. def setEpsilon(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  289. def setExportCheckpointsDir(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  290. def setExportWeightsAndBiases(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  291. def setFastMode(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  292. def setFeaturesCol(first: String): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  293. def setFeaturesCols(columnNames: ArrayList[String]): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  294. def setFeaturesCols(columnNames: Array[String]): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  295. def setFeaturesCols(first: String, others: String*): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  296. def setFoldAssignment(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  297. def setFoldCol(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  298. def setForceLoadBalance(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  299. def setHidden(value: Array[Int]): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  300. def setHiddenDropoutRatios(value: Array[Double]): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  301. def setHuberAlpha(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  302. def setIgnoreConstCols(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  303. def setIgnoredCols(value: Array[String]): H2ODeepLearning.this.type
    Definition Classes
    HasIgnoredCols
  304. def setInitialBiases(value: Array[DenseVector]): H2ODeepLearning.this.type
    Definition Classes
    HasInitialBiases
  305. def setInitialWeightDistribution(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  306. def setInitialWeightScale(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  307. def setInitialWeights(value: Array[DenseMatrix]): H2ODeepLearning.this.type
    Definition Classes
    HasInitialWeights
  308. def setInputDropoutRatio(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  309. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  310. def setKeepCrossValidationModels(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  311. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  312. def setL1(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  313. def setL2(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  314. def setLabelCol(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  315. def setLoss(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  316. def setMaxAfterBalanceSize(value: Float): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  317. def setMaxCategoricalFeatures(value: Int): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  318. def setMaxRuntimeSecs(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  319. def setMaxW2(value: Float): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  320. def setMiniBatchSize(value: Int): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  321. def setMissingValuesHandling(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  322. def setModelId(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  323. def setMomentumRamp(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  324. def setMomentumStable(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  325. def setMomentumStart(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  326. def setNamedMojoOutputColumns(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  327. def setNesterovAcceleratedGradient(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  328. def setNfolds(value: Int): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  329. def setOffsetCol(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  330. def setOverwriteWithBestModel(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  331. def setPredictionCol(columnName: String): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  332. def setQuantileAlpha(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  333. def setQuietMode(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  334. def setRate(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  335. def setRateAnnealing(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  336. def setRateDecay(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  337. def setRegressionStop(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  338. def setReplicateTrainingData(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  339. def setReproducible(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  340. def setRho(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  341. def setScoreDutyCycle(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  342. def setScoreEachIteration(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  343. def setScoreInterval(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  344. def setScoreTrainingSamples(value: Long): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  345. def setScoreValidationSamples(value: Long): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  346. def setScoreValidationSampling(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  347. def setSeed(value: Long): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  348. def setShuffleTrainingData(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  349. def setSingleNodeMode(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  350. def setSparse(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  351. def setSparsityBeta(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  352. def setSplitRatio(ratio: Double): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  353. def setStandardize(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  354. def setStoppingMetric(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  355. def setStoppingRounds(value: Int): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  356. def setStoppingTolerance(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  357. def setTargetRatioCommToComp(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  358. def setTrainSamplesPerIteration(value: Long): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  359. def setTweediePower(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  360. def setUseAllFactorLevels(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  361. def setValidationDataFrame(dataFrame: DataFrame): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  362. def setVariableImportances(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    HasDeprecatedVariableImportances
    Annotations
    @DeprecatedMethod( "setCalculateFeatureImportances" , "3.36" )
  363. def setWeightCol(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  364. def setWithContributions(enabled: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  365. def setWithDetailedPredictionCol(enabled: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  366. def setWithLeafNodeAssignments(enabled: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  367. def setWithStageResults(enabled: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  368. val shuffleTrainingData: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  369. val singleNodeMode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  370. val sparse: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  371. val sparsityBeta: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  372. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  373. val standardize: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  374. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  375. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  376. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  377. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  378. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  379. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  380. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  381. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  382. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  383. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  384. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  385. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  386. val targetRatioCommToComp: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  387. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  388. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  389. val trainSamplesPerIteration: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  390. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  391. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  392. val tweediePower: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  393. val uid: String
    Definition Classes
    H2ODeepLearning → Identifiable
  394. 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
  395. val useAllFactorLevels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  396. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  397. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  398. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  399. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  400. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  401. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  402. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  403. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  404. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  405. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  406. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

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

    (Since version )

Inherited from DistributionBasedH2OTrainFramePreparation

Inherited from H2ODeepLearningParams

Inherited from HasDeprecatedVariableImportances

Inherited from HasIgnoredCols

Inherited from HasInitialWeights

Inherited from HasInitialBiases

Inherited from H2OSupervisedAlgorithmWithFoldColumn[DeepLearningParameters]

Inherited from H2OSupervisedAlgorithm[DeepLearningParameters]

Inherited from H2OAlgorithm[DeepLearningParameters]

Inherited from 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