Packages

class H2ODeepLearningClassifier extends H2ODeepLearning with H2OClassifier with DistributionForClassificationCheck

Linear Supertypes
DistributionForClassificationCheck, H2OClassifier, H2ODeepLearning, DistributionBasedH2OTrainFramePreparation, H2ODeepLearningParams, HasDeprecatedAutoencoder, HasDeprecatedVariableImportances, HasIgnoredCols, HasInitialWeights, HasInitialBiases, H2OSupervisedAlgorithmWithFoldColumn[DeepLearningParameters], H2OSupervisedAlgorithm[DeepLearningParameters], H2OAlgorithm[DeepLearningParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[DeepLearningParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. H2ODeepLearningClassifier
  2. DistributionForClassificationCheck
  3. H2OClassifier
  4. H2ODeepLearning
  5. DistributionBasedH2OTrainFramePreparation
  6. H2ODeepLearningParams
  7. HasDeprecatedAutoencoder
  8. HasDeprecatedVariableImportances
  9. HasIgnoredCols
  10. HasInitialWeights
  11. HasInitialBiases
  12. H2OSupervisedAlgorithmWithFoldColumn
  13. H2OSupervisedAlgorithm
  14. H2OAlgorithm
  15. H2OAlgorithmCommonParams
  16. H2OAlgorithmMOJOParams
  17. H2OEstimator
  18. DefaultParamsWritable
  19. MLWritable
  20. H2OTrainFramePreparation
  21. H2OAlgoCommonUtils
  22. EstimatorCommonUtils
  23. RestCommunication
  24. RestEncodingUtils
  25. Logging
  26. H2OCommonParams
  27. H2OBaseMOJOParams
  28. HasDataFrameSerializer
  29. H2OAlgoParamsBase
  30. H2OFrameLifecycle
  31. ParameterConstructorMethods
  32. Estimator
  33. PipelineStage
  34. Logging
  35. Params
  36. Serializable
  37. Serializable
  38. Identifiable
  39. AnyRef
  40. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ODeepLearningClassifier()
  2. new H2ODeepLearningClassifier(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[_]): H2ODeepLearningClassifier.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): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params
  29. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  30. def createMOJOSettings(): H2OMOJOSettings
    Attributes
    protected
    Definition Classes
    H2OAlgorithmH2OEstimator
  31. def createMOJOUID(): String
    Attributes
    protected
    Definition Classes
    H2OEstimator
  32. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  33. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  34. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  35. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  36. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  37. val diagnostics: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  38. val distribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  39. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  40. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  41. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  42. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  43. val elasticAveraging: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  44. val elasticAveragingMovingRate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  45. val elasticAveragingRegularization: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  46. val epochs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  47. val epsilon: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  48. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  49. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  50. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  51. def explainParams(): String
    Definition Classes
    Params
  52. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  53. val exportWeightsAndBiases: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  54. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  55. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  56. val fastMode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  57. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  58. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  59. def fit(dataset: Dataset[_]): H2ODeepLearningMOJOModel
    Definition Classes
    H2ODeepLearningH2OSupervisedAlgorithmH2OAlgorithmH2OEstimator → Estimator
  60. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  61. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  62. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  63. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  64. val foldAssignment: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  65. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  66. val forceLoadBalance: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  67. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  68. def getActivation(): String
    Definition Classes
    H2ODeepLearningParams
  69. def getAdaptiveRate(): Boolean
    Definition Classes
    H2ODeepLearningParams
  70. def getAucType(): String
    Definition Classes
    H2ODeepLearningParams
  71. def getAutoencoder(): Boolean
    Definition Classes
    HasDeprecatedAutoencoder
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  72. def getAverageActivation(): Double
    Definition Classes
    H2ODeepLearningParams
  73. def getBalanceClasses(): Boolean
    Definition Classes
    H2ODeepLearningParams
  74. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  75. def getCalculateFeatureImportances(): Boolean
  76. def getCategoricalEncoding(): String
    Definition Classes
    H2ODeepLearningParams
  77. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  78. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2ODeepLearningParams
  79. def getClassificationStop(): Double
    Definition Classes
    H2ODeepLearningParams
  80. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  81. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  82. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  83. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  84. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  85. def getDetailedPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  86. def getDiagnostics(): Boolean
    Definition Classes
    H2ODeepLearningParams
  87. def getDistribution(): String
    Definition Classes
    H2ODeepLearningParams
  88. def getElasticAveraging(): Boolean
    Definition Classes
    H2ODeepLearningParams
  89. def getElasticAveragingMovingRate(): Double
    Definition Classes
    H2ODeepLearningParams
  90. def getElasticAveragingRegularization(): Double
    Definition Classes
    H2ODeepLearningParams
  91. def getEpochs(): Double
    Definition Classes
    H2ODeepLearningParams
  92. def getEpsilon(): Double
    Definition Classes
    H2ODeepLearningParams
  93. def getExportCheckpointsDir(): String
    Definition Classes
    H2ODeepLearningParams
  94. def getExportWeightsAndBiases(): Boolean
    Definition Classes
    H2ODeepLearningParams
  95. def getFastMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  96. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  97. def getFoldAssignment(): String
    Definition Classes
    H2ODeepLearningParams
  98. def getFoldCol(): String
    Definition Classes
    H2ODeepLearningParams
  99. def getForceLoadBalance(): Boolean
    Definition Classes
    H2ODeepLearningParams
  100. def getHidden(): Array[Int]
    Definition Classes
    H2ODeepLearningParams
  101. def getHiddenDropoutRatios(): Array[Double]
    Definition Classes
    H2ODeepLearningParams
  102. def getHuberAlpha(): Double
    Definition Classes
    H2ODeepLearningParams
  103. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2ODeepLearningParams
  104. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  105. def getInitialBiases(): Array[DenseVector]
    Definition Classes
    HasInitialBiases
  106. def getInitialWeightDistribution(): String
    Definition Classes
    H2ODeepLearningParams
  107. def getInitialWeightScale(): Double
    Definition Classes
    H2ODeepLearningParams
  108. def getInitialWeights(): Array[DenseMatrix]
    Definition Classes
    HasInitialWeights
  109. def getInputDropoutRatio(): Double
    Definition Classes
    H2ODeepLearningParams
  110. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  111. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2ODeepLearningParams
  112. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2ODeepLearningParams
  113. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2ODeepLearningParams
  114. def getL1(): Double
    Definition Classes
    H2ODeepLearningParams
  115. def getL2(): Double
    Definition Classes
    H2ODeepLearningParams
  116. def getLabelCol(): String
    Definition Classes
    H2ODeepLearningParams
  117. def getLoss(): String
    Definition Classes
    H2ODeepLearningParams
  118. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2ODeepLearningParams
  119. def getMaxCategoricalFeatures(): Int
    Definition Classes
    H2ODeepLearningParams
  120. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2ODeepLearningParams
  121. def getMaxW2(): Float
    Definition Classes
    H2ODeepLearningParams
  122. def getMiniBatchSize(): Int
    Definition Classes
    H2ODeepLearningParams
  123. def getMissingValuesHandling(): String
    Definition Classes
    H2ODeepLearningParams
  124. def getModelId(): String
    Definition Classes
    H2ODeepLearningParams
  125. def getMomentumRamp(): Double
    Definition Classes
    H2ODeepLearningParams
  126. def getMomentumStable(): Double
    Definition Classes
    H2ODeepLearningParams
  127. def getMomentumStart(): Double
    Definition Classes
    H2ODeepLearningParams
  128. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  129. def getNesterovAcceleratedGradient(): Boolean
    Definition Classes
    H2ODeepLearningParams
  130. def getNfolds(): Int
    Definition Classes
    H2ODeepLearningParams
  131. def getOffsetCol(): String
    Definition Classes
    H2ODeepLearningParams
  132. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  133. def getOverwriteWithBestModel(): Boolean
    Definition Classes
    H2ODeepLearningParams
  134. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  135. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  136. def getQuantileAlpha(): Double
    Definition Classes
    H2ODeepLearningParams
  137. def getQuietMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  138. def getRate(): Double
    Definition Classes
    H2ODeepLearningParams
  139. def getRateAnnealing(): Double
    Definition Classes
    H2ODeepLearningParams
  140. def getRateDecay(): Double
    Definition Classes
    H2ODeepLearningParams
  141. def getRegressionStop(): Double
    Definition Classes
    H2ODeepLearningParams
  142. def getReplicateTrainingData(): Boolean
    Definition Classes
    H2ODeepLearningParams
  143. def getReproducible(): Boolean
    Definition Classes
    H2ODeepLearningParams
  144. def getRho(): Double
    Definition Classes
    H2ODeepLearningParams
  145. def getScoreDutyCycle(): Double
    Definition Classes
    H2ODeepLearningParams
  146. def getScoreEachIteration(): Boolean
    Definition Classes
    H2ODeepLearningParams
  147. def getScoreInterval(): Double
    Definition Classes
    H2ODeepLearningParams
  148. def getScoreTrainingSamples(): Long
    Definition Classes
    H2ODeepLearningParams
  149. def getScoreValidationSamples(): Long
    Definition Classes
    H2ODeepLearningParams
  150. def getScoreValidationSampling(): String
    Definition Classes
    H2ODeepLearningParams
  151. def getSeed(): Long
    Definition Classes
    H2ODeepLearningParams
  152. def getShuffleTrainingData(): Boolean
    Definition Classes
    H2ODeepLearningParams
  153. def getSingleNodeMode(): Boolean
    Definition Classes
    H2ODeepLearningParams
  154. def getSparse(): Boolean
    Definition Classes
    H2ODeepLearningParams
  155. def getSparsityBeta(): Double
    Definition Classes
    H2ODeepLearningParams
  156. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  157. def getStandardize(): Boolean
    Definition Classes
    H2ODeepLearningParams
  158. def getStoppingMetric(): String
    Definition Classes
    H2ODeepLearningParams
  159. def getStoppingRounds(): Int
    Definition Classes
    H2ODeepLearningParams
  160. def getStoppingTolerance(): Double
    Definition Classes
    H2ODeepLearningParams
  161. def getTargetRatioCommToComp(): Double
    Definition Classes
    H2ODeepLearningParams
  162. def getTrainSamplesPerIteration(): Long
    Definition Classes
    H2ODeepLearningParams
  163. def getTweediePower(): Double
    Definition Classes
    H2ODeepLearningParams
  164. def getUseAllFactorLevels(): Boolean
    Definition Classes
    H2ODeepLearningParams
  165. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  166. def getVariableImportances(): Boolean
    Definition Classes
    HasDeprecatedVariableImportances
    Annotations
    @DeprecatedMethod( "getCalculateFeatureImportances" , "3.38" )
  167. def getWeightCol(): String
    Definition Classes
    H2ODeepLearningParams
  168. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  169. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  170. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  171. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  172. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  173. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  174. val hidden: IntArrayParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  175. val hiddenDropoutRatios: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  176. val huberAlpha: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  177. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  178. val initialWeightDistribution: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  179. val initialWeightScale: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  180. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  181. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  182. val inputDropoutRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  183. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  184. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  185. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  186. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  187. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  188. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  189. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  190. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  191. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  192. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  193. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  194. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  195. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  196. val l1: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  197. val l2: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  198. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  199. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  200. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  201. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  202. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  203. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  204. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  205. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  206. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  207. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  208. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  209. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  210. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  211. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  212. val loss: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  213. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  214. val maxCategoricalFeatures: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  215. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  216. val maxW2: FloatParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  217. val miniBatchSize: IntParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  218. val missingValuesHandling: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  219. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  220. val momentumRamp: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  221. val momentumStable: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  222. val momentumStart: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  223. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  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 nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  230. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  231. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  232. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  233. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  234. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  235. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  236. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  237. val offsetCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  238. val overwriteWithBestModel: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  239. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  240. def paramTag: ClassTag[DeepLearningParameters]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  241. var parameters: DeepLearningParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  242. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  243. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  244. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparationH2OTrainFramePreparation
  245. val quantileAlpha: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  246. 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
  247. val quietMode: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  248. val rate: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  249. val rateAnnealing: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  250. val rateDecay: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  251. 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
  252. val regressionStop: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  253. val replicateTrainingData: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  254. val reproducible: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  255. 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
  256. val rho: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  257. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  258. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  259. val scoreDutyCycle: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  260. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  261. val scoreInterval: DoubleParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  262. val scoreTrainingSamples: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  263. val scoreValidationSamples: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  264. val scoreValidationSampling: Param[String]
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  265. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams
  266. final def set(paramPair: ParamPair[_]): H2ODeepLearningClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  267. final def set(param: String, value: Any): H2ODeepLearningClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  268. final def set[T](param: Param[T], value: T): H2ODeepLearningClassifier.this.type
    Definition Classes
    Params
  269. def setActivation(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  270. def setAdaptiveRate(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  271. def setAucType(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  272. def setAutoencoder(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    HasDeprecatedAutoencoder
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  273. def setAverageActivation(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  274. def setBalanceClasses(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  275. def setCalculateFeatureImportances(value: Boolean): H2ODeepLearningClassifier.this.type
  276. def setCategoricalEncoding(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  277. def setClassSamplingFactors(value: Array[Float]): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  278. def setClassificationStop(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  279. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OCommonParams
  280. def setColumnsToCategorical(columns: Array[String]): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OCommonParams
  281. def setColumnsToCategorical(first: String, others: String*): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OCommonParams
  282. def setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OCommonParams
  283. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OCommonParams
  284. def setDataFrameSerializer(fullClassName: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OBaseMOJOParams
  285. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  286. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  287. def setDetailedPredictionCol(columnName: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  288. def setDiagnostics(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  289. def setDistribution(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  290. def setElasticAveraging(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  291. def setElasticAveragingMovingRate(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  292. def setElasticAveragingRegularization(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  293. def setEpochs(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  294. def setEpsilon(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  295. def setExportCheckpointsDir(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  296. def setExportWeightsAndBiases(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  297. def setFastMode(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  298. def setFeaturesCol(first: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  299. def setFeaturesCols(columnNames: ArrayList[String]): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  300. def setFeaturesCols(columnNames: Array[String]): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  301. def setFeaturesCols(first: String, others: String*): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  302. def setFoldAssignment(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  303. def setFoldCol(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  304. def setForceLoadBalance(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  305. def setHidden(value: Array[Int]): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  306. def setHiddenDropoutRatios(value: Array[Double]): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  307. def setHuberAlpha(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  308. def setIgnoreConstCols(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  309. def setIgnoredCols(value: Array[String]): H2ODeepLearningClassifier.this.type
    Definition Classes
    HasIgnoredCols
  310. def setInitialBiases(value: Array[DenseVector]): H2ODeepLearningClassifier.this.type
    Definition Classes
    HasInitialBiases
  311. def setInitialWeightDistribution(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  312. def setInitialWeightScale(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  313. def setInitialWeights(value: Array[DenseMatrix]): H2ODeepLearningClassifier.this.type
    Definition Classes
    HasInitialWeights
  314. def setInputDropoutRatio(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  315. def setKeepBinaryModels(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OCommonParams
  316. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  317. def setKeepCrossValidationModels(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  318. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  319. def setL1(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  320. def setL2(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  321. def setLabelCol(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  322. def setLoss(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  323. def setMaxAfterBalanceSize(value: Float): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  324. def setMaxCategoricalFeatures(value: Int): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  325. def setMaxRuntimeSecs(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  326. def setMaxW2(value: Float): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  327. def setMiniBatchSize(value: Int): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  328. def setMissingValuesHandling(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  329. def setModelId(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  330. def setMomentumRamp(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  331. def setMomentumStable(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  332. def setMomentumStart(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  333. def setNamedMojoOutputColumns(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  334. def setNesterovAcceleratedGradient(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  335. def setNfolds(value: Int): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  336. def setOffsetCol(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  337. def setOverwriteWithBestModel(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  338. def setPredictionCol(columnName: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  339. def setQuantileAlpha(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  340. def setQuietMode(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  341. def setRate(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  342. def setRateAnnealing(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  343. def setRateDecay(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  344. def setRegressionStop(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  345. def setReplicateTrainingData(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  346. def setReproducible(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  347. def setRho(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  348. def setScoreDutyCycle(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  349. def setScoreEachIteration(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  350. def setScoreInterval(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  351. def setScoreTrainingSamples(value: Long): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  352. def setScoreValidationSamples(value: Long): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  353. def setScoreValidationSampling(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  354. def setSeed(value: Long): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  355. def setShuffleTrainingData(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  356. def setSingleNodeMode(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  357. def setSparse(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  358. def setSparsityBeta(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  359. def setSplitRatio(ratio: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OCommonParams
  360. def setStandardize(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  361. def setStoppingMetric(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  362. def setStoppingRounds(value: Int): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  363. def setStoppingTolerance(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  364. def setTargetRatioCommToComp(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  365. def setTrainSamplesPerIteration(value: Long): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  366. def setTweediePower(value: Double): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  367. def setUseAllFactorLevels(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  368. def setValidationDataFrame(dataFrame: DataFrame): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OCommonParams
  369. def setVariableImportances(value: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    HasDeprecatedVariableImportances
    Annotations
    @DeprecatedMethod( "setCalculateFeatureImportances" , "3.38" )
  370. def setWeightCol(value: String): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2ODeepLearningParams
  371. def setWithContributions(enabled: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  372. def setWithLeafNodeAssignments(enabled: Boolean): H2ODeepLearningClassifier.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  373. def setWithStageResults(enabled: Boolean): H2ODeepLearningClassifier.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
    H2ODeepLearningClassifierH2ODeepLearning → 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 H2OClassifier

Inherited from H2ODeepLearning

Inherited from H2ODeepLearningParams

Inherited from HasDeprecatedAutoencoder

Inherited from HasIgnoredCols

Inherited from HasInitialWeights

Inherited from HasInitialBiases

Inherited from H2OSupervisedAlgorithmWithFoldColumn[DeepLearningParameters]

Inherited from H2OSupervisedAlgorithm[DeepLearningParameters]

Inherited from H2OAlgorithm[DeepLearningParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[DeepLearningParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped