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

   H2OAutoEncoderParams

6.  val adaptiveRate: BooleanParam

   Attributes

   protected

   Definition Classes

   H2OAutoEncoderParams

7.  final def asInstanceOf[T0]: T0

   Definition Classes

   Any

8.  val averageActivation: DoubleParam

   Attributes

   protected

   Definition Classes

   H2OAutoEncoderParams

9.  val binaryModel: Option[H2OBinaryModel]

   Attributes

   protected

   Definition Classes

   H2OAlgoCommonUtils

10.  def booleanParam(name: String, doc: String): BooleanParam

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

11.  val calculateFeatureImportances: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderParams

12.  val categoricalEncoding: Param[String]

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderParams

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

    Definition Classes

    RestCommunication

14.  final def clear(param: Param[_]): H2OAutoEncoder.this.type

    Definition Classes

    Params

15.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

16.  final val columnsToCategorical: StringArrayParam

    Attributes

    protected

    Definition Classes

    H2OCommonParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

18.  def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

19.  final val convertInvalidNumbersToNa: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

21.  def convertModelIdToKey(key: String): String

    Attributes

    protected

    Definition Classes

    EstimatorCommonUtils

22.  final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

24.  def copy(extra: ParamMap): H2OAutoEncoder.this.type

    Definition Classes

    H2OEstimator → Estimator → PipelineStage → Params

25.  def copyExtraParams(to: H2OAutoEncoderExtraParams): Unit

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderExtraParams

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

    Attributes

    protected

    Definition Classes

    Params

27.  def createMOJOSettings(): H2OMOJOSettings

    Attributes

    protected

    Definition Classes

    H2OEstimator

28.  def createMOJOUID(): String

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderBase → H2OEstimator

29.  val customMetricFunc: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderParams

30.  final val dataFrameSerializer: Param[String]

    Attributes

    protected

    Definition Classes

    HasDataFrameSerializer

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

    Attributes

    protected

    Definition Classes

    Params

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

    Attributes

    protected

    Definition Classes

    RestCommunication

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

    Definition Classes

    RestCommunication

34.  val diagnostics: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderParams

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    RestCommunication

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

    Attributes

    protected

    Definition Classes

    RestCommunication

39.  val elasticAveraging: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderParams

40.  val elasticAveragingMovingRate: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderParams

41.  val elasticAveragingRegularization: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderParams

42.  val epochs: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderParams

43.  val epsilon: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderParams

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

    Definition Classes

    AnyRef

45.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

47.  def explainParams(): String

    Definition Classes

    Params

48.  val exportCheckpointsDir: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderParams

49.  val exportWeightsAndBiases: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderParams

50.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

52.  val fastMode: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderParams

53.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

54.  def fit(dataset: Dataset[_]): H2OAutoEncoderMOJOModel

    Definition Classes

    H2OAutoEncoder → H2OAutoEncoderBase → H2OFeatureEstimator → H2OEstimator → Estimator

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

58.  def floatParam(name: String, doc: String): FloatParam

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

59.  val forceLoadBalance: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderParams

60.  val gainsliftBins: IntParam

    Attributes

    protected

    Definition Classes

    H2OAutoEncoderParams

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

    Definition Classes

    Params

62.  def getActivation(): String

    Definition Classes

    H2OAutoEncoderParams

63.  def getAdaptiveRate(): Boolean

    Definition Classes

    H2OAutoEncoderParams

64.  def getAverageActivation(): Double

    Definition Classes

    H2OAutoEncoderParams

65.  def getBinaryModel(): H2OBinaryModel

    Definition Classes

    H2OAlgoCommonUtils

66.  def getCalculateFeatureImportances(): Boolean

    Definition Classes

    H2OAutoEncoderParams

67.  def getCategoricalEncoding(): String

    Definition Classes

    H2OAutoEncoderParams

68.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

69.  def getColumnsToCategorical(): Array[String]

    Definition Classes

    H2OCommonParams

70.  def getConvertInvalidNumbersToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

71.  def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

72.  def getCustomMetricFunc(): String

    Definition Classes

    H2OAutoEncoderParams

73.  def getDataFrameSerializer(): String

    Definition Classes

    HasDataFrameSerializer

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

    Definition Classes

    Params

75.  def getDiagnostics(): Boolean

    Definition Classes

    H2OAutoEncoderParams

76.  def getElasticAveraging(): Boolean

    Definition Classes

    H2OAutoEncoderParams

77.  def getElasticAveragingMovingRate(): Double

    Definition Classes

    H2OAutoEncoderParams

78.  def getElasticAveragingRegularization(): Double

    Definition Classes

    H2OAutoEncoderParams

79.  def getEpochs(): Double

    Definition Classes

    H2OAutoEncoderParams

80.  def getEpsilon(): Double

    Definition Classes

    H2OAutoEncoderParams

81.  def getExportCheckpointsDir(): String

    Definition Classes

    H2OAutoEncoderParams

82.  def getExportWeightsAndBiases(): Boolean

    Definition Classes

    H2OAutoEncoderParams

83.  def getFastMode(): Boolean

    Definition Classes

    H2OAutoEncoderParams

84.  def getForceLoadBalance(): Boolean

    Definition Classes

    H2OAutoEncoderParams

85.  def getGainsliftBins(): Int

    Definition Classes

    H2OAutoEncoderParams

86.  def getHidden(): Array[Int]

    Definition Classes

    H2OAutoEncoderParams

87.  def getHiddenDropoutRatios(): Array[Double]

    Definition Classes

    H2OAutoEncoderParams

88.  def getIgnoreConstCols(): Boolean

    Definition Classes

    H2OAutoEncoderParams

89.  def getIgnoredCols(): Array[String]

    Definition Classes

    HasIgnoredCols

90.  def getInitialBiases(): Array[DenseVector]

    Definition Classes

    HasInitialBiases

91.  def getInitialWeightDistribution(): String

    Definition Classes

    H2OAutoEncoderParams

92.  def getInitialWeightScale(): Double

    Definition Classes

    H2OAutoEncoderParams

93.  def getInitialWeights(): Array[DenseMatrix]

    Definition Classes

    HasInitialWeights

94.  def getInputCols(): Array[String]

    Definition Classes

    HasInputColsOnMOJO

95.  def getInputDropoutRatio(): Double

    Definition Classes

    H2OAutoEncoderParams

96.  def getKeepBinaryModels(): Boolean

    Definition Classes

    H2OCommonParams

97.  def getL1(): Double

    Definition Classes

    H2OAutoEncoderParams

98.  def getL2(): Double

    Definition Classes

    H2OAutoEncoderParams

99.  def getLoss(): String

    Definition Classes

    H2OAutoEncoderParams

100.  def getMSECol(): String

     Definition Classes

     H2OAutoEncoderExtraParams

101.  def getMaxCategoricalFeatures(): Int

     Definition Classes

     H2OAutoEncoderParams

102.  def getMaxRuntimeSecs(): Double

     Definition Classes

     H2OAutoEncoderParams

103.  def getMaxW2(): Float

     Definition Classes

     H2OAutoEncoderParams

104.  def getMiniBatchSize(): Int

     Definition Classes

     H2OAutoEncoderParams

105.  def getMissingValuesHandling(): String

     Definition Classes

     H2OAutoEncoderParams

106.  def getModelId(): String

     Definition Classes

     H2OAutoEncoderParams

107.  def getMomentumRamp(): Double

     Definition Classes

     H2OAutoEncoderParams

108.  def getMomentumStable(): Double

     Definition Classes

     H2OAutoEncoderParams

109.  def getMomentumStart(): Double

     Definition Classes

     H2OAutoEncoderParams

110.  def getNesterovAcceleratedGradient(): Boolean

     Definition Classes

     H2OAutoEncoderParams

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

     Definition Classes

     Params

112.  def getOriginalCol(): String

     Definition Classes

     H2OAutoEncoderExtraParams

113.  def getOutputCol(): String

     Definition Classes

     HasOutputCol

114.  def getOverwriteWithBestModel(): Boolean

     Definition Classes

     H2OAutoEncoderParams

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

     Definition Classes

     Params

116.  def getQuietMode(): Boolean

     Definition Classes

     H2OAutoEncoderParams

117.  def getRate(): Double

     Definition Classes

     H2OAutoEncoderParams

118.  def getRateAnnealing(): Double

     Definition Classes

     H2OAutoEncoderParams

119.  def getRateDecay(): Double

     Definition Classes

     H2OAutoEncoderParams

120.  def getReplicateTrainingData(): Boolean

     Definition Classes

     H2OAutoEncoderParams

121.  def getReproducible(): Boolean

     Definition Classes

     H2OAutoEncoderParams

122.  def getRho(): Double

     Definition Classes

     H2OAutoEncoderParams

123.  def getScoreDutyCycle(): Double

     Definition Classes

     H2OAutoEncoderParams

124.  def getScoreEachIteration(): Boolean

     Definition Classes

     H2OAutoEncoderParams

125.  def getScoreInterval(): Double

     Definition Classes

     H2OAutoEncoderParams

126.  def getScoreTrainingSamples(): Long

     Definition Classes

     H2OAutoEncoderParams

127.  def getScoreValidationSamples(): Long

     Definition Classes

     H2OAutoEncoderParams

128.  def getScoreValidationSampling(): String

     Definition Classes

     H2OAutoEncoderParams

129.  def getSeed(): Long

     Definition Classes

     H2OAutoEncoderParams

130.  def getShuffleTrainingData(): Boolean

     Definition Classes

     H2OAutoEncoderParams

131.  def getSingleNodeMode(): Boolean

     Definition Classes

     H2OAutoEncoderParams

132.  def getSparse(): Boolean

     Definition Classes

     H2OAutoEncoderParams

133.  def getSparsityBeta(): Double

     Definition Classes

     H2OAutoEncoderParams

134.  def getSplitRatio(): Double

     Definition Classes

     H2OCommonParams

135.  def getStandardize(): Boolean

     Definition Classes

     H2OAutoEncoderParams

136.  def getStoppingMetric(): String

     Definition Classes

     H2OAutoEncoderParams

137.  def getStoppingRounds(): Int

     Definition Classes

     H2OAutoEncoderParams

138.  def getStoppingTolerance(): Double

     Definition Classes

     H2OAutoEncoderParams

139.  def getTargetRatioCommToComp(): Double

     Definition Classes

     H2OAutoEncoderParams

140.  def getTrainSamplesPerIteration(): Long

     Definition Classes

     H2OAutoEncoderParams

141.  def getUseAllFactorLevels(): Boolean

     Definition Classes

     H2OAutoEncoderParams

142.  def getValidationDataFrame(): DataFrame

     Definition Classes

     H2OCommonParams

143.  def getWeightCol(): String

     Definition Classes

     H2OAutoEncoderParams

144.  def getWithMSECol(): Boolean

     Definition Classes

     H2OAutoEncoderExtraParams

145.  def getWithOriginalCol(): Boolean

     Definition Classes

     H2OAutoEncoderExtraParams

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

     Definition Classes

     Params

147.  def hasParam(paramName: String): Boolean

     Definition Classes

     Params

148.  def hashCode(): Int

     Definition Classes

     AnyRef → Any

     Annotations

     @native()

149.  val hidden: IntArrayParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

150.  val hiddenDropoutRatios: NullableDoubleArrayParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

151.  val ignoreConstCols: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

152.  val initialWeightDistribution: Param[String]

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

153.  val initialWeightScale: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

154.  def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

     Attributes

     protected

     Definition Classes

     Logging

155.  def initializeLogIfNecessary(isInterpreter: Boolean): Unit

     Attributes

     protected

     Definition Classes

     Logging

156.  val inputCols: NullableStringArrayParam

     Attributes

     protected

     Definition Classes

     HasInputColsOnMOJO

157.  val inputDropoutRatio: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

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

     Attributes

     protected

     Definition Classes

     RestCommunication

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

     Definition Classes

     RestCommunication

160.  def intArrayParam(name: String, doc: String): IntArrayParam

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

161.  def intParam(name: String, doc: String): IntParam

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Definition Classes

     Params

163.  final def isInstanceOf[T0]: Boolean

     Definition Classes

     Any

164.  def isPrimitiveType(value: Any): Boolean

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     Params

166.  def isTraceEnabled(): Boolean

     Attributes

     protected

     Definition Classes

     Logging

167.  final val keepBinaryModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

168.  val l1: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

169.  val l2: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

170.  def log: Logger

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

172.  def logDebug(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

174.  def logError(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

176.  def logInfo(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

177.  def logName: String

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

179.  def logTrace(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

181.  def logWarning(msg: ⇒ String): Unit

     Attributes

     protected

     Definition Classes

     Logging

182.  def longParam(name: String, doc: String): LongParam

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

183.  val loss: Param[String]

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

184.  val maxCategoricalFeatures: IntParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

185.  val maxRuntimeSecs: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

186.  val maxW2: FloatParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

187.  val miniBatchSize: IntParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

188.  val missingValuesHandling: Param[String]

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

189.  val modelId: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

190.  val momentumRamp: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

191.  val momentumStable: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

192.  val momentumStart: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

193.  final def ne(arg0: AnyRef): Boolean

     Definition Classes

     AnyRef

194.  val nesterovAcceleratedGradient: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

195.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

196.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

197.  def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

198.  def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

199.  def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

200.  def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

201.  def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

202.  def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

203.  def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

204.  def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

205.  def nullableStringParam(name: String, doc: String): NullableStringParam

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

206.  def outputSchema: Seq[StructField]

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderExtraParams → H2OFeatureEstimatorBase

207.  val overwriteWithBestModel: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

209.  def paramTag: ClassTag[DeepLearningParameters]

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

210.  var parameters: DeepLearningParameters

     Attributes

     protected

     Definition Classes

     H2OEstimator

211.  lazy val params: Array[Param[_]]

     Definition Classes

     Params

212.  def prepareH2OTrainFrameForFitting(frame: H2OFrame): Unit

     Attributes

     protected

     Definition Classes

     H2OTrainFramePreparation

213.  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

214.  val quietMode: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

215.  val rate: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

216.  val rateAnnealing: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

217.  val rateDecay: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

218.  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

219.  val replicateTrainingData: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

220.  val reproducible: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

221.  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

222.  val rho: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

223.  def sanitize(colName: String): String

     Definition Classes

     H2OAlgoCommonUtils

224.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

     @Since( "1.6.0" ) @throws( ... )

225.  val scoreDutyCycle: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

226.  val scoreEachIteration: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

227.  val scoreInterval: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

228.  val scoreTrainingSamples: LongParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

229.  val scoreValidationSamples: LongParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

230.  val scoreValidationSampling: Param[String]

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

231.  val seed: LongParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

232.  final def set(paramPair: ParamPair[_]): H2OAutoEncoder.this.type

     Attributes

     protected

     Definition Classes

     Params

233.  final def set(param: String, value: Any): H2OAutoEncoder.this.type

     Attributes

     protected

     Definition Classes

     Params

234.  final def set[T](param: Param[T], value: T): H2OAutoEncoder.this.type

     Definition Classes

     Params

235.  def setActivation(value: String): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

236.  def setAdaptiveRate(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

237.  def setAverageActivation(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

238.  def setCalculateFeatureImportances(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

239.  def setCategoricalEncoding(value: String): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

240.  def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAutoEncoder.this.type

     Definition Classes

     H2OCommonParams

241.  def setColumnsToCategorical(columns: Array[String]): H2OAutoEncoder.this.type

     Definition Classes

     H2OCommonParams

242.  def setColumnsToCategorical(first: String, others: String*): H2OAutoEncoder.this.type

     Definition Classes

     H2OCommonParams

243.  def setConvertInvalidNumbersToNa(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OCommonParams

244.  def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OCommonParams

245.  def setCustomMetricFunc(value: String): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

246.  def setDataFrameSerializer(fullClassName: String): H2OAutoEncoder.this.type

     Definition Classes

     H2OBaseMOJOParams

247.  final def setDefault(paramPairs: ParamPair[_]*): H2OAutoEncoder.this.type

     Attributes

     protected

     Definition Classes

     Params

248.  final def setDefault[T](param: Param[T], value: T): H2OAutoEncoder.this.type

     Attributes

     protected

     Definition Classes

     Params

249.  def setDiagnostics(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

250.  def setElasticAveraging(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

251.  def setElasticAveragingMovingRate(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

252.  def setElasticAveragingRegularization(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

253.  def setEpochs(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

254.  def setEpsilon(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

255.  def setExportCheckpointsDir(value: String): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

256.  def setExportWeightsAndBiases(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

257.  def setFastMode(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

258.  def setForceLoadBalance(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

259.  def setGainsliftBins(value: Int): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

260.  def setHidden(value: Array[Int]): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

261.  def setHiddenDropoutRatios(value: Array[Double]): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

262.  def setIgnoreConstCols(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

263.  def setIgnoredCols(value: Array[String]): H2OAutoEncoder.this.type

     Definition Classes

     HasIgnoredCols

264.  def setInitialBiases(value: Array[DenseVector]): H2OAutoEncoder.this.type

     Definition Classes

     HasInitialBiases

265.  def setInitialWeightDistribution(value: String): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

266.  def setInitialWeightScale(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

267.  def setInitialWeights(value: Array[DenseMatrix]): H2OAutoEncoder.this.type

     Definition Classes

     HasInitialWeights

268.  def setInputCols(column: String, otherColumns: String*): H2OAutoEncoder.this.type

     Definition Classes

     HasInputCols

269.  def setInputCols(columns: Array[String]): H2OAutoEncoder.this.type

     Definition Classes

     HasInputCols

270.  def setInputDropoutRatio(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

271.  def setKeepBinaryModels(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OCommonParams

272.  def setL1(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

273.  def setL2(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

274.  def setLoss(value: String): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

275.  def setMSECol(name: String): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderExtraParams

276.  def setMaxCategoricalFeatures(value: Int): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

277.  def setMaxRuntimeSecs(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

278.  def setMaxW2(value: Float): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

279.  def setMiniBatchSize(value: Int): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

280.  def setMissingValuesHandling(value: String): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

281.  def setModelId(value: String): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

282.  def setMomentumRamp(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

283.  def setMomentumStable(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

284.  def setMomentumStart(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

285.  def setNesterovAcceleratedGradient(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

286.  def setOriginalCol(name: String): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderExtraParams

287.  def setOutputCol(name: String): H2OAutoEncoder.this.type

     Definition Classes

     HasOutputCol

288.  def setOverwriteWithBestModel(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

289.  def setQuietMode(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

290.  def setRate(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

291.  def setRateAnnealing(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

292.  def setRateDecay(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

293.  def setReplicateTrainingData(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

294.  def setReproducible(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

295.  def setRho(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

296.  def setScoreDutyCycle(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

297.  def setScoreEachIteration(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

298.  def setScoreInterval(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

299.  def setScoreTrainingSamples(value: Long): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

300.  def setScoreValidationSamples(value: Long): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

301.  def setScoreValidationSampling(value: String): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

302.  def setSeed(value: Long): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

303.  def setShuffleTrainingData(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

304.  def setSingleNodeMode(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

305.  def setSparse(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

306.  def setSparsityBeta(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

307.  def setSplitRatio(ratio: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OCommonParams

308.  def setStandardize(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

309.  def setStoppingMetric(value: String): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

310.  def setStoppingRounds(value: Int): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

311.  def setStoppingTolerance(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

312.  def setTargetRatioCommToComp(value: Double): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

313.  def setTrainSamplesPerIteration(value: Long): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

314.  def setUseAllFactorLevels(value: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

315.  def setValidationDataFrame(dataFrame: DataFrame): H2OAutoEncoder.this.type

     Definition Classes

     H2OCommonParams

316.  def setWeightCol(value: String): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderParams

317.  def setWithMSECol(flag: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderExtraParams

318.  def setWithOriginalCol(flag: Boolean): H2OAutoEncoder.this.type

     Definition Classes

     H2OAutoEncoderExtraParams

319.  val shuffleTrainingData: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

320.  val singleNodeMode: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

321.  val sparse: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

322.  val sparsityBeta: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

323.  final val splitRatio: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

324.  val standardize: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

325.  val stoppingMetric: Param[String]

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

326.  val stoppingRounds: IntParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

327.  val stoppingTolerance: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

328.  def stringArrayParam(name: String, doc: String): StringArrayParam

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

330.  def stringify(value: Any): String

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

335.  def stringifyPrimitiveParam(value: Any): String

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     AnyRef

337.  val targetRatioCommToComp: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

338.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

340.  def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

341.  val trainSamplesPerIteration: LongParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

342.  def transformSchema(schema: StructType): StructType

     Definition Classes

     H2OFeatureEstimatorBase → PipelineStage

343.  def transformSchema(schema: StructType, logging: Boolean): StructType

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

344.  val uid: String

     Definition Classes

     H2OAutoEncoder → Identifiable

345.  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

346.  val useAllFactorLevels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

347.  def validate(schema: StructType): Unit

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderExtraParams → H2OFeatureEstimatorBase

348.  final val validationDataFrame: NonSerializableNullableDataFrameParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

349.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

351.  final def wait(arg0: Long): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

352.  val weightCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OAutoEncoderParams

353.  def write: MLWriter

     Definition Classes

     DefaultParamsWritable → MLWritable

354.  object LoggingLevel extends Enumeration

     Definition Classes

     RestCommunication