Class/Object

ai.h2o.sparkling.ml.algos

H2ODeepLearning

Related Docs: object H2ODeepLearning | package algos

Permalink

class H2ODeepLearning extends H2OSupervisedAlgorithm[DeepLearningParameters] with H2ODeepLearningParams with DistributionBasedH2OTrainFramePreparation

Linear Supertypes
DistributionBasedH2OTrainFramePreparation, H2ODeepLearningParams, HasIgnoredCols, HasInitialWeights, HasInitialBiases, H2OSupervisedAlgorithm[DeepLearningParameters], H2OAlgorithm[DeepLearningParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2ODeepLearningClassifier, H2ODeepLearningRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2ODeepLearning
  2. DistributionBasedH2OTrainFramePreparation
  3. H2ODeepLearningParams
  4. HasIgnoredCols
  5. HasInitialWeights
  6. HasInitialBiases
  7. H2OSupervisedAlgorithm
  8. H2OAlgorithm
  9. DefaultParamsWritable
  10. MLWritable
  11. H2OTrainFramePreparation
  12. H2OAlgoCommonUtils
  13. EstimatorCommonUtils
  14. RestCommunication
  15. RestEncodingUtils
  16. H2OCommonParams
  17. H2OAlgoParamsBase
  18. ParameterConstructorMethods
  19. H2OBaseMOJOParams
  20. Logging
  21. Estimator
  22. PipelineStage
  23. Logging
  24. Params
  25. Serializable
  26. Serializable
  27. Identifiable
  28. AnyRef
  29. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2ODeepLearning()

    Permalink

  2. new H2ODeepLearning(uid: String)

    Permalink

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. val activation: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  6. val adaptiveRate: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  7. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  8. val autoencoder: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  9. val averageActivation: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  10. val balanceClasses: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  11. var binaryModel: Option[H2OBinaryModel]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  12. def booleanParam(name: String, doc: String): BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  13. val categoricalEncoding: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  14. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

    Permalink
    Definition Classes
    RestCommunication

  15. val classSamplingFactors: NullableFloatArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  16. val classificationStop: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  17. final def clear(param: Param[_]): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    Params

  18. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  19. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  20. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  22. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  23. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. def convertModelIdToKey(key: String): String

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  25. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  26. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  27. def copy(extra: ParamMap): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

  28. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  29. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  30. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  31. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  32. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  33. val diagnostics: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  34. val distribution: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  35. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  36. def doubleParam(name: String, doc: String): DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  37. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  38. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  39. val elasticAveraging: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  40. val elasticAveragingMovingRate: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  41. val elasticAveragingRegularization: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  42. val epochs: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  43. val epsilon: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  44. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  45. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  46. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params

  47. def explainParams(): String

    Permalink
    Definition Classes
    Params

  48. val exportCheckpointsDir: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  49. val exportWeightsAndBiases: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  50. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

  51. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params

  52. val fastMode: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  53. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  54. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  55. def fit(dataset: Dataset[_]): H2ODeepLearningMOJOModel

    Permalink
    Definition Classes
    H2ODeepLearning → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

  56. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  57. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  58. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

  59. def floatParam(name: String, doc: String): FloatParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  60. val foldAssignment: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  61. val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  62. val forceLoadBalance: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  63. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  64. def getActivation(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  65. def getAdaptiveRate(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  66. def getAutoencoder(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  67. def getAverageActivation(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  68. def getBalanceClasses(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  69. def getBinaryModel(): H2OBinaryModel

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  70. def getCategoricalEncoding(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  71. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  72. def getClassSamplingFactors(): Array[Float]

    Permalink
    Definition Classes
    H2ODeepLearningParams

  73. def getClassificationStop(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  74. def getColumnsToCategorical(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams

  75. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  76. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  77. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  78. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  79. def getDiagnostics(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  80. def getDistribution(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  81. def getElasticAveraging(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  82. def getElasticAveragingMovingRate(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  83. def getElasticAveragingRegularization(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  84. def getEpochs(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  85. def getEpsilon(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  86. def getExportCheckpointsDir(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  87. def getExportWeightsAndBiases(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  88. def getFastMode(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  89. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  90. def getFoldAssignment(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  91. def getFoldCol(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  92. def getForceLoadBalance(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  93. def getHidden(): Array[Int]

    Permalink
    Definition Classes
    H2ODeepLearningParams

  94. def getHiddenDropoutRatios(): Array[Double]

    Permalink
    Definition Classes
    H2ODeepLearningParams

  95. def getHuberAlpha(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  96. def getIgnoreConstCols(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  97. def getIgnoredCols(): Array[String]

    Permalink
    Definition Classes
    HasIgnoredCols

  98. def getInitialBiases(): Array[DenseVector]

    Permalink
    Definition Classes
    HasInitialBiases

  99. def getInitialWeightDistribution(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  100. def getInitialWeightScale(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  101. def getInitialWeights(): Array[DenseMatrix]

    Permalink
    Definition Classes
    HasInitialWeights

  102. def getInputDropoutRatio(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  103. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  104. def getKeepCrossValidationModels(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  105. def getKeepCrossValidationPredictions(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  106. def getL1(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  107. def getL2(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  108. def getLabelCol(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  109. def getLoss(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  110. def getMaxAfterBalanceSize(): Float

    Permalink
    Definition Classes
    H2ODeepLearningParams

  111. def getMaxCategoricalFeatures(): Int

    Permalink
    Definition Classes
    H2ODeepLearningParams

  112. def getMaxRuntimeSecs(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  113. def getMaxW2(): Float

    Permalink
    Definition Classes
    H2ODeepLearningParams

  114. def getMiniBatchSize(): Int

    Permalink
    Definition Classes
    H2ODeepLearningParams

  115. def getMissingValuesHandling(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  116. def getModelId(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  117. def getMomentumRamp(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  118. def getMomentumStable(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  119. def getMomentumStart(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  120. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  121. def getNesterovAcceleratedGradient(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  122. def getNfolds(): Int

    Permalink
    Definition Classes
    H2ODeepLearningParams

  123. def getOffsetCol(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  124. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params

  125. def getOverwriteWithBestModel(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  126. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params

  127. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  128. def getQuantileAlpha(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  129. def getQuietMode(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  130. def getRate(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  131. def getRateAnnealing(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  132. def getRateDecay(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  133. def getRegressionStop(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  134. def getReplicateTrainingData(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  135. def getReproducible(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  136. def getRho(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  137. def getScoreDutyCycle(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  138. def getScoreEachIteration(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  139. def getScoreInterval(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  140. def getScoreTrainingSamples(): Long

    Permalink
    Definition Classes
    H2ODeepLearningParams

  141. def getScoreValidationSamples(): Long

    Permalink
    Definition Classes
    H2ODeepLearningParams

  142. def getScoreValidationSampling(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  143. def getSeed(): Long

    Permalink
    Definition Classes
    H2ODeepLearningParams

  144. def getShuffleTrainingData(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  145. def getSingleNodeMode(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  146. def getSparse(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  147. def getSparsityBeta(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  148. def getSplitRatio(): Double

    Permalink
    Definition Classes
    H2OCommonParams

  149. def getStandardize(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  150. def getStoppingMetric(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  151. def getStoppingRounds(): Int

    Permalink
    Definition Classes
    H2ODeepLearningParams

  152. def getStoppingTolerance(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  153. def getTargetRatioCommToComp(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  154. def getTrainSamplesPerIteration(): Long

    Permalink
    Definition Classes
    H2ODeepLearningParams

  155. def getTweediePower(): Double

    Permalink
    Definition Classes
    H2ODeepLearningParams

  156. def getUseAllFactorLevels(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  157. def getValidationDataFrame(): DataFrame

    Permalink
    Definition Classes
    H2OCommonParams

  158. def getVariableImportances(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams

  159. def getWeightCol(): String

    Permalink
    Definition Classes
    H2ODeepLearningParams

  160. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  161. def getWithLeafNodeAssignments(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  162. def getWithStageResults(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  163. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params

  164. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  165. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  166. val hidden: IntArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  167. val hiddenDropoutRatios: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  168. val huberAlpha: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  169. val ignoreConstCols: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  170. val initialWeightDistribution: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  171. val initialWeightScale: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  172. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  173. val inputDropoutRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  174. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  175. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

    Permalink
    Definition Classes
    RestCommunication

  176. def intArrayParam(name: String, doc: String): IntArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  177. def intParam(name: String, doc: String): IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  178. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  179. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  180. def isPrimitiveType(value: Any): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  181. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  182. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  183. val keepCrossValidationFoldAssignment: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  184. val keepCrossValidationModels: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  185. val keepCrossValidationPredictions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  186. val l1: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  187. val l2: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  188. val labelCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  189. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  190. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  191. def logDebug(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  192. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  193. def logError(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  194. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  195. def logInfo(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  196. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  197. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  198. def logTrace(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  199. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  200. def logWarning(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  201. def longParam(name: String, doc: String): LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  202. val loss: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  203. val maxAfterBalanceSize: FloatParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  204. val maxCategoricalFeatures: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  205. val maxRuntimeSecs: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  206. val maxW2: FloatParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  207. val miniBatchSize: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  208. val missingValuesHandling: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  209. val modelId: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  210. val momentumRamp: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  211. val momentumStable: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  212. val momentumStart: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  213. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  214. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  215. val nesterovAcceleratedGradient: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  216. val nfolds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  217. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  218. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  219. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  220. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  221. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  222. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  223. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  224. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  225. def nullableStringParam(name: String, doc: String): NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  226. val offsetCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  227. val overwriteWithBestModel: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  228. def param[T](name: String, doc: String): Param[T]

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  229. def paramTag: ClassTag[DeepLearningParameters]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  230. var parameters: DeepLearningParameters

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithm

  231. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params

  232. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  233. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  234. val quantileAlpha: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  235. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  236. val quietMode: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  237. val rate: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  238. val rateAnnealing: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  239. val rateDecay: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  240. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  241. val regressionStop: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  242. val replicateTrainingData: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  243. val reproducible: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  244. 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

    Permalink
    Definition Classes
    RestCommunication

  245. val rho: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  246. def sanitize(colName: String): String

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  247. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  248. val scoreDutyCycle: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  249. val scoreEachIteration: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  250. val scoreInterval: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  251. val scoreTrainingSamples: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  252. val scoreValidationSamples: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  253. val scoreValidationSampling: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  254. val seed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  255. final def set(paramPair: ParamPair[_]): H2ODeepLearning.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  256. final def set(param: String, value: Any): H2ODeepLearning.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  257. final def set[T](param: Param[T], value: T): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    Params

  258. def setActivation(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  259. def setAdaptiveRate(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  260. def setAutoencoder(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  261. def setAverageActivation(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  262. def setBalanceClasses(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  263. def setCategoricalEncoding(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  264. def setClassSamplingFactors(value: Array[Float]): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  265. def setClassificationStop(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  266. def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  267. def setColumnsToCategorical(columns: Array[String]): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  268. def setColumnsToCategorical(first: String, others: String*): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  269. def setConvertInvalidNumbersToNa(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  270. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  271. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearning.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  272. final def setDefault[T](param: Param[T], value: T): H2ODeepLearning.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  273. def setDetailedPredictionCol(columnName: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  274. def setDiagnostics(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  275. def setDistribution(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  276. def setElasticAveraging(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  277. def setElasticAveragingMovingRate(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  278. def setElasticAveragingRegularization(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  279. def setEpochs(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  280. def setEpsilon(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  281. def setExportCheckpointsDir(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  282. def setExportWeightsAndBiases(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  283. def setFastMode(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  284. def setFeaturesCol(first: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  285. def setFeaturesCols(columnNames: ArrayList[String]): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  286. def setFeaturesCols(columnNames: Array[String]): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  287. def setFeaturesCols(first: String, others: String*): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  288. def setFoldAssignment(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  289. def setFoldCol(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  290. def setForceLoadBalance(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  291. def setHidden(value: Array[Int]): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  292. def setHiddenDropoutRatios(value: Array[Double]): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  293. def setHuberAlpha(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  294. def setIgnoreConstCols(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  295. def setIgnoredCols(value: Array[String]): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    HasIgnoredCols

  296. def setInitialBiases(value: Array[DenseVector]): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    HasInitialBiases

  297. def setInitialWeightDistribution(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  298. def setInitialWeightScale(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  299. def setInitialWeights(value: Array[DenseMatrix]): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    HasInitialWeights

  300. def setInputDropoutRatio(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  301. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  302. def setKeepCrossValidationModels(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  303. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  304. def setL1(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  305. def setL2(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  306. def setLabelCol(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  307. def setLoss(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  308. def setMaxAfterBalanceSize(value: Float): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  309. def setMaxCategoricalFeatures(value: Int): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  310. def setMaxRuntimeSecs(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  311. def setMaxW2(value: Float): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  312. def setMiniBatchSize(value: Int): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  313. def setMissingValuesHandling(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  314. def setModelId(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  315. def setMomentumRamp(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  316. def setMomentumStable(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  317. def setMomentumStart(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  318. def setNamedMojoOutputColumns(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  319. def setNesterovAcceleratedGradient(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  320. def setNfolds(value: Int): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  321. def setOffsetCol(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  322. def setOverwriteWithBestModel(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  323. def setPredictionCol(columnName: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  324. def setQuantileAlpha(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  325. def setQuietMode(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  326. def setRate(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  327. def setRateAnnealing(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  328. def setRateDecay(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  329. def setRegressionStop(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  330. def setReplicateTrainingData(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  331. def setReproducible(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  332. def setRho(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  333. def setScoreDutyCycle(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  334. def setScoreEachIteration(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  335. def setScoreInterval(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  336. def setScoreTrainingSamples(value: Long): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  337. def setScoreValidationSamples(value: Long): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  338. def setScoreValidationSampling(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  339. def setSeed(value: Long): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  340. def setShuffleTrainingData(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  341. def setSingleNodeMode(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  342. def setSparse(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  343. def setSparsityBeta(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  344. def setSplitRatio(ratio: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  345. def setStandardize(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  346. def setStoppingMetric(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  347. def setStoppingRounds(value: Int): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  348. def setStoppingTolerance(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  349. def setTargetRatioCommToComp(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  350. def setTrainSamplesPerIteration(value: Long): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  351. def setTweediePower(value: Double): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  352. def setUseAllFactorLevels(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  353. def setValidationDataFrame(dataFrame: DataFrame): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  354. def setVariableImportances(value: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  355. def setWeightCol(value: String): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams

  356. def setWithContributions(enabled: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  357. def setWithDetailedPredictionCol(enabled: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  358. def setWithLeafNodeAssignments(enabled: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  359. def setWithStageResults(enabled: Boolean): H2ODeepLearning.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  360. val shuffleTrainingData: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  361. val singleNodeMode: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  362. val sparse: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  363. val sparsityBeta: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  364. final val splitRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  365. val standardize: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  366. val stoppingMetric: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  367. val stoppingRounds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  368. val stoppingTolerance: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  369. def stringArrayParam(name: String, doc: String): StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  370. def stringParam(name: String, doc: String): Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  371. def stringify(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  372. def stringifyArray(arr: Array[_]): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  373. def stringifyMap(map: Map[_, _]): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  374. def stringifyPair(pair: Tuple2[_, _]): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  375. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  376. def stringifyPrimitiveParam(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  377. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef

  378. val targetRatioCommToComp: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  379. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  380. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  381. val trainSamplesPerIteration: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  382. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

  383. def transformSchema(schema: StructType, logging: Boolean): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  384. val tweediePower: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  385. val uid: String

    Permalink
    Definition Classes
    H2ODeepLearning → Identifiable

  386. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  387. val useAllFactorLevels: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  388. final val validationDataFrame: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  389. val variableImportances: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  390. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  391. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  392. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  393. val weightCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2ODeepLearningParams

  394. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  395. final val withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  396. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  397. final val withStageResults: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  398. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from DistributionBasedH2OTrainFramePreparation

Inherited from H2ODeepLearningParams

Inherited from HasIgnoredCols

Inherited from HasInitialWeights

Inherited from HasInitialBiases

Inherited from H2OSupervisedAlgorithm[DeepLearningParameters]

Inherited from H2OAlgorithm[DeepLearningParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped