class H2ODeepLearning extends H2OSupervisedAlgorithmWithFoldColumn[DeepLearningParameters] with H2ODeepLearningParams with DistributionBasedH2OTrainFramePreparation

Linear Supertypes
DistributionBasedH2OTrainFramePreparation, H2ODeepLearningParams, HasIgnoredCols, HasInitialWeights, HasInitialBiases, H2OSupervisedAlgorithmWithFoldColumn[DeepLearningParameters], H2OSupervisedAlgorithm[DeepLearningParameters], H2OAlgorithm[DeepLearningParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[DeepLearningParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2ODeepLearning
  2. DistributionBasedH2OTrainFramePreparation
  3. H2ODeepLearningParams
  4. HasIgnoredCols
  5. HasInitialWeights
  6. HasInitialBiases
  7. H2OSupervisedAlgorithmWithFoldColumn
  8. H2OSupervisedAlgorithm
  9. H2OAlgorithm
  10. H2OAlgorithmCommonParams
  11. H2OAlgorithmMOJOParams
  12. H2OEstimator
  13. DefaultParamsWritable
  14. MLWritable
  15. H2OTrainFramePreparation
  16. H2OAlgoCommonUtils
  17. EstimatorCommonUtils
  18. RestCommunication
  19. RestEncodingUtils
  20. Logging
  21. H2OCommonParams
  22. H2OBaseMOJOParams
  23. HasDataFrameSerializer
  24. H2OAlgoParamsBase
  25. H2OFrameLifecycle
  26. ParameterConstructorMethods
  27. Estimator
  28. PipelineStage
  29. Logging
  30. Params
  31. Serializable
  32. Serializable
  33. Identifiable
  34. AnyRef
  35. 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 averageActivation: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  10. val balanceClasses: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  11. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  12. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  13. val calculateFeatureImportances: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  14. val categoricalEncoding: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  15. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  16. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  17. val classificationStop: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  18. final def clear(param: Param[_]): H2ODeepLearning.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): H2ODeepLearning.this.type
    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params
  29. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  30. def createMOJOSettings(): H2OMOJOSettings
    Attributes
    protected
    Definition Classes
    H2OAlgorithmH2OEstimator
  31. def createMOJOUID(): String
    Attributes
    protected
    Definition Classes
    H2OEstimator
  32. val customMetricFunc: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  33. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  34. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  35. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  36. 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
  37. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  38. val diagnostics: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  39. val distribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  40. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  41. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  42. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  43. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  44. val elasticAveraging: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  45. val elasticAveragingMovingRate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  46. val elasticAveragingRegularization: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  47. val epochs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  48. val epsilon: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  49. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  50. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  51. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  52. def explainParams(): String
    Definition Classes
    Params
  53. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  54. val exportWeightsAndBiases: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  55. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  56. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  57. val fastMode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  58. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  59. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  60. def fit(dataset: Dataset[_]): H2ODeepLearningMOJOModel
    Definition Classes
    H2ODeepLearningH2OSupervisedAlgorithmH2OAlgorithmH2OEstimator → Estimator
  61. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  62. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  63. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  64. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  65. val foldAssignment: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  66. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  67. val forceLoadBalance: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  68. val gainsliftBins: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  69. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  70. def getActivation(): String
    Definition Classes
    H2ODeepLearningParams
  71. def getAdaptiveRate(): Boolean
    Definition Classes
    H2ODeepLearningParams
  72. def getAucType(): String
    Definition Classes
    H2ODeepLearningParams
  73. def getAverageActivation(): Double
    Definition Classes
    H2ODeepLearningParams
  74. def getBalanceClasses(): Boolean
    Definition Classes
    H2ODeepLearningParams
  75. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  76. def getCalculateFeatureImportances(): Boolean
    Definition Classes
    H2ODeepLearningParams
  77. def getCategoricalEncoding(): String
    Definition Classes
    H2ODeepLearningParams
  78. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  79. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2ODeepLearningParams
  80. def getClassificationStop(): Double
    Definition Classes
    H2ODeepLearningParams
  81. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  82. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  83. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  84. def getCustomMetricFunc(): String
    Definition Classes
    H2ODeepLearningParams
  85. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  86. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  87. def getDetailedPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  88. def getDiagnostics(): Boolean
    Definition Classes
    H2ODeepLearningParams
  89. def getDistribution(): String
    Definition Classes
    H2ODeepLearningParams
  90. def getElasticAveraging(): Boolean
    Definition Classes
    H2ODeepLearningParams
  91. def getElasticAveragingMovingRate(): Double
    Definition Classes
    H2ODeepLearningParams
  92. def getElasticAveragingRegularization(): Double
    Definition Classes
    H2ODeepLearningParams
  93. def getEpochs(): Double
    Definition Classes
    H2ODeepLearningParams
  94. def getEpsilon(): Double
    Definition Classes
    H2ODeepLearningParams
  95. def getExportCheckpointsDir(): String
    Definition Classes
    H2ODeepLearningParams
  96. def getExportWeightsAndBiases(): Boolean
    Definition Classes
    H2ODeepLearningParams
  97. def getFastMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  98. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  99. def getFoldAssignment(): String
    Definition Classes
    H2ODeepLearningParams
  100. def getFoldCol(): String
    Definition Classes
    H2ODeepLearningParams
  101. def getForceLoadBalance(): Boolean
    Definition Classes
    H2ODeepLearningParams
  102. def getGainsliftBins(): Int
    Definition Classes
    H2ODeepLearningParams
  103. def getHidden(): Array[Int]
    Definition Classes
    H2ODeepLearningParams
  104. def getHiddenDropoutRatios(): Array[Double]
    Definition Classes
    H2ODeepLearningParams
  105. def getHuberAlpha(): Double
    Definition Classes
    H2ODeepLearningParams
  106. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2ODeepLearningParams
  107. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  108. def getInitialBiases(): Array[DenseVector]
    Definition Classes
    HasInitialBiases
  109. def getInitialWeightDistribution(): String
    Definition Classes
    H2ODeepLearningParams
  110. def getInitialWeightScale(): Double
    Definition Classes
    H2ODeepLearningParams
  111. def getInitialWeights(): Array[DenseMatrix]
    Definition Classes
    HasInitialWeights
  112. def getInputDropoutRatio(): Double
    Definition Classes
    H2ODeepLearningParams
  113. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  114. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2ODeepLearningParams
  115. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2ODeepLearningParams
  116. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2ODeepLearningParams
  117. def getL1(): Double
    Definition Classes
    H2ODeepLearningParams
  118. def getL2(): Double
    Definition Classes
    H2ODeepLearningParams
  119. def getLabelCol(): String
    Definition Classes
    H2ODeepLearningParams
  120. def getLoss(): String
    Definition Classes
    H2ODeepLearningParams
  121. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2ODeepLearningParams
  122. def getMaxCategoricalFeatures(): Int
    Definition Classes
    H2ODeepLearningParams
  123. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2ODeepLearningParams
  124. def getMaxW2(): Float
    Definition Classes
    H2ODeepLearningParams
  125. def getMiniBatchSize(): Int
    Definition Classes
    H2ODeepLearningParams
  126. def getMissingValuesHandling(): String
    Definition Classes
    H2ODeepLearningParams
  127. def getModelId(): String
    Definition Classes
    H2ODeepLearningParams
  128. def getMomentumRamp(): Double
    Definition Classes
    H2ODeepLearningParams
  129. def getMomentumStable(): Double
    Definition Classes
    H2ODeepLearningParams
  130. def getMomentumStart(): Double
    Definition Classes
    H2ODeepLearningParams
  131. def getNesterovAcceleratedGradient(): Boolean
    Definition Classes
    H2ODeepLearningParams
  132. def getNfolds(): Int
    Definition Classes
    H2ODeepLearningParams
  133. def getOffsetCol(): String
    Definition Classes
    H2ODeepLearningParams
  134. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  135. def getOverwriteWithBestModel(): Boolean
    Definition Classes
    H2ODeepLearningParams
  136. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  137. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  138. def getQuantileAlpha(): Double
    Definition Classes
    H2ODeepLearningParams
  139. def getQuietMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  140. def getRate(): Double
    Definition Classes
    H2ODeepLearningParams
  141. def getRateAnnealing(): Double
    Definition Classes
    H2ODeepLearningParams
  142. def getRateDecay(): Double
    Definition Classes
    H2ODeepLearningParams
  143. def getRegressionStop(): Double
    Definition Classes
    H2ODeepLearningParams
  144. def getReplicateTrainingData(): Boolean
    Definition Classes
    H2ODeepLearningParams
  145. def getReproducible(): Boolean
    Definition Classes
    H2ODeepLearningParams
  146. def getRho(): Double
    Definition Classes
    H2ODeepLearningParams
  147. def getScoreDutyCycle(): Double
    Definition Classes
    H2ODeepLearningParams
  148. def getScoreEachIteration(): Boolean
    Definition Classes
    H2ODeepLearningParams
  149. def getScoreInterval(): Double
    Definition Classes
    H2ODeepLearningParams
  150. def getScoreTrainingSamples(): Long
    Definition Classes
    H2ODeepLearningParams
  151. def getScoreValidationSamples(): Long
    Definition Classes
    H2ODeepLearningParams
  152. def getScoreValidationSampling(): String
    Definition Classes
    H2ODeepLearningParams
  153. def getSeed(): Long
    Definition Classes
    H2ODeepLearningParams
  154. def getShuffleTrainingData(): Boolean
    Definition Classes
    H2ODeepLearningParams
  155. def getSingleNodeMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  156. def getSparse(): Boolean
    Definition Classes
    H2ODeepLearningParams
  157. def getSparsityBeta(): Double
    Definition Classes
    H2ODeepLearningParams
  158. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  159. def getStandardize(): Boolean
    Definition Classes
    H2ODeepLearningParams
  160. def getStoppingMetric(): String
    Definition Classes
    H2ODeepLearningParams
  161. def getStoppingRounds(): Int
    Definition Classes
    H2ODeepLearningParams
  162. def getStoppingTolerance(): Double
    Definition Classes
    H2ODeepLearningParams
  163. def getTargetRatioCommToComp(): Double
    Definition Classes
    H2ODeepLearningParams
  164. def getTrainSamplesPerIteration(): Long
    Definition Classes
    H2ODeepLearningParams
  165. def getTweediePower(): Double
    Definition Classes
    H2ODeepLearningParams
  166. def getUseAllFactorLevels(): Boolean
    Definition Classes
    H2ODeepLearningParams
  167. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  168. def getWeightCol(): String
    Definition Classes
    H2ODeepLearningParams
  169. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  170. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  171. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  172. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  173. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  174. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  175. val hidden: IntArrayParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  176. val hiddenDropoutRatios: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  177. val huberAlpha: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  178. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  179. val initialWeightDistribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  180. val initialWeightScale: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  181. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  182. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  183. val inputDropoutRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  184. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  185. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  186. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  187. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  188. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  189. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  190. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  191. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  192. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  193. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  194. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  195. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  196. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  197. val l1: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  198. val l2: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  199. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  200. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  201. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  202. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  203. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  204. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  205. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  206. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  207. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  208. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  209. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  210. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  211. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  212. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  213. val loss: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  214. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  215. val maxCategoricalFeatures: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  216. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  217. val maxW2: FloatParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  218. val miniBatchSize: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  219. val missingValuesHandling: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  220. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  221. val momentumRamp: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  222. val momentumStable: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  223. val momentumStart: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  224. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  225. val nesterovAcceleratedGradient: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  226. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  227. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  228. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  229. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  230. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  231. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  232. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  233. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  234. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  235. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  236. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  237. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  238. val offsetCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  239. val overwriteWithBestModel: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  240. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  241. def paramTag: ClassTag[DeepLearningParameters]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  242. var parameters: DeepLearningParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  243. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  244. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  245. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparationH2OTrainFramePreparation
  246. val quantileAlpha: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  247. 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
  248. val quietMode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  249. val rate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  250. val rateAnnealing: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  251. val rateDecay: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  252. 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
  253. val regressionStop: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  254. val replicateTrainingData: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  255. val reproducible: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  256. 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
  257. val rho: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  258. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  259. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  260. val scoreDutyCycle: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  261. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  262. val scoreInterval: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  263. val scoreTrainingSamples: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  264. val scoreValidationSamples: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  265. val scoreValidationSampling: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  266. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  267. final def set(paramPair: ParamPair[_]): H2ODeepLearning.this.type
    Attributes
    protected
    Definition Classes
    Params
  268. final def set(param: String, value: Any): H2ODeepLearning.this.type
    Attributes
    protected
    Definition Classes
    Params
  269. final def set[T](param: Param[T], value: T): H2ODeepLearning.this.type
    Definition Classes
    Params
  270. def setActivation(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  271. def setAdaptiveRate(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  272. def setAucType(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  273. def setAverageActivation(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  274. def setBalanceClasses(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  275. def setCalculateFeatureImportances(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  276. def setCategoricalEncoding(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  277. def setClassSamplingFactors(value: Array[Float]): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  278. def setClassificationStop(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  279. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  280. def setColumnsToCategorical(columns: Array[String]): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  281. def setColumnsToCategorical(first: String, others: String*): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  282. def setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  283. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  284. def setCustomMetricFunc(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  285. def setDataFrameSerializer(fullClassName: String): H2ODeepLearning.this.type
    Definition Classes
    H2OBaseMOJOParams
  286. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearning.this.type
    Attributes
    protected
    Definition Classes
    Params
  287. final def setDefault[T](param: Param[T], value: T): H2ODeepLearning.this.type
    Attributes
    protected
    Definition Classes
    Params
  288. def setDetailedPredictionCol(columnName: String): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  289. def setDiagnostics(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  290. def setDistribution(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  291. def setElasticAveraging(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  292. def setElasticAveragingMovingRate(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  293. def setElasticAveragingRegularization(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  294. def setEpochs(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  295. def setEpsilon(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  296. def setExportCheckpointsDir(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  297. def setExportWeightsAndBiases(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  298. def setFastMode(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  299. def setFeaturesCol(first: String): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  300. def setFeaturesCols(columnNames: ArrayList[String]): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  301. def setFeaturesCols(columnNames: Array[String]): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  302. def setFeaturesCols(first: String, others: String*): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  303. def setFoldAssignment(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  304. def setFoldCol(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  305. def setForceLoadBalance(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  306. def setGainsliftBins(value: Int): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  307. def setHidden(value: Array[Int]): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  308. def setHiddenDropoutRatios(value: Array[Double]): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  309. def setHuberAlpha(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  310. def setIgnoreConstCols(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  311. def setIgnoredCols(value: Array[String]): H2ODeepLearning.this.type
    Definition Classes
    HasIgnoredCols
  312. def setInitialBiases(value: Array[DenseVector]): H2ODeepLearning.this.type
    Definition Classes
    HasInitialBiases
  313. def setInitialWeightDistribution(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  314. def setInitialWeightScale(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  315. def setInitialWeights(value: Array[DenseMatrix]): H2ODeepLearning.this.type
    Definition Classes
    HasInitialWeights
  316. def setInputDropoutRatio(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  317. def setKeepBinaryModels(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  318. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  319. def setKeepCrossValidationModels(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  320. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  321. def setL1(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  322. def setL2(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  323. def setLabelCol(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  324. def setLoss(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  325. def setMaxAfterBalanceSize(value: Float): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  326. def setMaxCategoricalFeatures(value: Int): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  327. def setMaxRuntimeSecs(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  328. def setMaxW2(value: Float): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  329. def setMiniBatchSize(value: Int): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  330. def setMissingValuesHandling(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  331. def setModelId(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  332. def setMomentumRamp(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  333. def setMomentumStable(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  334. def setMomentumStart(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  335. def setNesterovAcceleratedGradient(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  336. def setNfolds(value: Int): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  337. def setOffsetCol(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  338. def setOverwriteWithBestModel(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  339. def setPredictionCol(columnName: String): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  340. def setQuantileAlpha(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  341. def setQuietMode(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  342. def setRate(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  343. def setRateAnnealing(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  344. def setRateDecay(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  345. def setRegressionStop(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  346. def setReplicateTrainingData(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  347. def setReproducible(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  348. def setRho(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  349. def setScoreDutyCycle(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  350. def setScoreEachIteration(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  351. def setScoreInterval(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  352. def setScoreTrainingSamples(value: Long): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  353. def setScoreValidationSamples(value: Long): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  354. def setScoreValidationSampling(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  355. def setSeed(value: Long): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  356. def setShuffleTrainingData(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  357. def setSingleNodeMode(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  358. def setSparse(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  359. def setSparsityBeta(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  360. def setSplitRatio(ratio: Double): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  361. def setStandardize(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  362. def setStoppingMetric(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  363. def setStoppingRounds(value: Int): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  364. def setStoppingTolerance(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  365. def setTargetRatioCommToComp(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  366. def setTrainSamplesPerIteration(value: Long): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  367. def setTweediePower(value: Double): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  368. def setUseAllFactorLevels(value: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  369. def setValidationDataFrame(dataFrame: DataFrame): H2ODeepLearning.this.type
    Definition Classes
    H2OCommonParams
  370. def setWeightCol(value: String): H2ODeepLearning.this.type
    Definition Classes
    H2ODeepLearningParams
  371. def setWithContributions(enabled: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  372. def setWithLeafNodeAssignments(enabled: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  373. def setWithStageResults(enabled: Boolean): H2ODeepLearning.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  374. val shuffleTrainingData: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  375. val singleNodeMode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  376. val sparse: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  377. val sparsityBeta: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  378. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  379. val standardize: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  380. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  381. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  382. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  383. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  384. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  385. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  386. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  387. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  388. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  389. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  390. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  391. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  392. val targetRatioCommToComp: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  393. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  394. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  395. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  396. val trainSamplesPerIteration: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  397. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumnH2OSupervisedAlgorithmH2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  398. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  399. val tweediePower: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  400. val uid: String
    Definition Classes
    H2ODeepLearning → Identifiable
  401. 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
  402. val useAllFactorLevels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  403. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  404. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  405. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  406. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  407. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  408. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  409. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  410. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  411. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  412. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Inherited from H2ODeepLearningParams

Inherited from HasIgnoredCols

Inherited from HasInitialWeights

Inherited from HasInitialBiases

Inherited from H2OSupervisedAlgorithmWithFoldColumn[DeepLearningParameters]

Inherited from H2OSupervisedAlgorithm[DeepLearningParameters]

Inherited from H2OAlgorithm[DeepLearningParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[DeepLearningParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped