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.  final def asInstanceOf[T0]: T0

   Definition Classes

   Any

6.  val aucType: Param[String]

   Attributes

   protected

   Definition Classes

   H2OStackedEnsembleParams

7.  val binaryModel: Option[H2OBinaryModel]

   Attributes

   protected

   Definition Classes

   H2OAlgoCommonUtils

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

   Attributes

   protected

   Definition Classes

   ParameterConstructorMethods

9.  val categoricalEncoding: Param[String]

   Attributes

   protected

   Definition Classes

   H2OStackedEnsembleParams

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

    Definition Classes

    RestCommunication

11.  val checkpoint: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OStackedEnsembleParams

12.  final def clear(param: Param[_]): H2OStackedEnsemble.this.type

    Definition Classes

    Params

13.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

14.  final val columnsToCategorical: StringArrayParam

    Attributes

    protected

    Definition Classes

    H2OCommonParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

17.  final val convertInvalidNumbersToNa: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

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

    Attributes

    protected

    Definition Classes

    EstimatorCommonUtils

20.  final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

22.  def copy(extra: ParamMap): H2OStackedEnsemble.this.type

    Definition Classes

    H2OStackedEnsemble → H2OEstimator → Estimator → PipelineStage → Params

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

    Attributes

    protected

    Definition Classes

    Params

24.  def createMOJOSettings(): H2OMOJOSettings

    Attributes

    protected

    Definition Classes

    H2OAlgorithm → H2OEstimator

25.  def createMOJOUID(): String

    Attributes

    protected

    Definition Classes

    H2OEstimator

26.  val customDistributionFunc: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OStackedEnsembleParams

27.  val customMetricFunc: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OStackedEnsembleParams

28.  final val dataFrameSerializer: Param[String]

    Attributes

    protected

    Definition Classes

    HasDataFrameSerializer

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

    Attributes

    protected

    Definition Classes

    Params

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

    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

    Definition Classes

    RestCommunication

32.  final val detailedPredictionCol: Param[String]

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

33.  val distribution: Param[String]

    Attributes

    protected

    Definition Classes

    H2OStackedEnsembleParams

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    RestCommunication

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

    Attributes

    protected

    Definition Classes

    RestCommunication

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

    Definition Classes

    AnyRef

39.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

41.  def explainParams(): String

    Definition Classes

    Params

42.  val exportCheckpointsDir: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OStackedEnsembleParams

43.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

45.  final val featuresCols: StringArrayParam

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

46.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

47.  def fit(dataset: Dataset[_]): H2OStackedEnsembleMOJOModel

    Definition Classes

    H2OStackedEnsemble → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

52.  val foldAssignment: Param[String]

    Attributes

    protected

    Definition Classes

    H2OStackedEnsembleParams

53.  val foldCol: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OStackedEnsembleParams

54.  val gainsliftBins: IntParam

    Attributes

    protected

    Definition Classes

    H2OStackedEnsembleParams

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

    Definition Classes

    Params

56.  def getAucType(): String

    Definition Classes

    H2OStackedEnsembleParams

57.  def getBaseAlgorithms(): Array[H2OAlgorithm[_ <: Parameters]]

    Definition Classes

    HasBaseAlgorithms

58.  def getBinaryModel(): H2OBinaryModel

    Definition Classes

    H2OAlgoCommonUtils

59.  def getBlendingDataFrame(): DataFrame

    Definition Classes

    HasBlendingDataFrame

60.  def getCategoricalEncoding(): String

    Definition Classes

    H2OStackedEnsembleParams

61.  def getCheckpoint(): String

    Definition Classes

    H2OStackedEnsembleParams

62.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Definition Classes

    H2OCommonParams

64.  def getConvertInvalidNumbersToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

65.  def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

66.  def getCustomDistributionFunc(): String

    Definition Classes

    H2OStackedEnsembleParams

67.  def getCustomMetricFunc(): String

    Definition Classes

    H2OStackedEnsembleParams

68.  def getDataFrameSerializer(): String

    Definition Classes

    HasDataFrameSerializer

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

    Definition Classes

    Params

70.  def getDetailedPredictionCol(): String

    Definition Classes

    H2OAlgorithmMOJOParams

71.  def getDistribution(): String

    Definition Classes

    H2OStackedEnsembleParams

72.  def getExportCheckpointsDir(): String

    Definition Classes

    H2OStackedEnsembleParams

73.  def getFeaturesCols(): Array[String]

    Definition Classes

    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

74.  def getFoldAssignment(): String

    Definition Classes

    H2OStackedEnsembleParams

75.  def getFoldCol(): String

    Definition Classes

    H2OStackedEnsembleParams

76.  def getGainsliftBins(): Int

    Definition Classes

    H2OStackedEnsembleParams

77.  def getHuberAlpha(): Double

    Definition Classes

    H2OStackedEnsembleParams

78.  def getIgnoreConstCols(): Boolean

    Definition Classes

    H2OStackedEnsembleParams

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

    Definition Classes

    H2OStackedEnsembleParams

80.  def getKeepBinaryModels(): Boolean

    Definition Classes

    H2OCommonParams

81.  def getKeepCrossValidationFoldAssignment(): Boolean

    Definition Classes

    H2OStackedEnsembleParams

82.  def getKeepCrossValidationModels(): Boolean

    Definition Classes

    H2OStackedEnsembleParams

83.  def getKeepCrossValidationPredictions(): Boolean

    Definition Classes

    H2OStackedEnsembleParams

84.  def getKeepLeveloneFrame(): Boolean

    Definition Classes

    H2OStackedEnsembleParams

85.  def getLabelCol(): String

    Definition Classes

    H2OStackedEnsembleParams

86.  def getMaxCategoricalLevels(): Int

    Definition Classes

    H2OStackedEnsembleParams

87.  def getMaxRuntimeSecs(): Double

    Definition Classes

    H2OStackedEnsembleParams

88.  def getMetalearnerAlgorithm(): String

    Definition Classes

    H2OStackedEnsembleParams

89.  def getMetalearnerFoldAssignment(): String

    Definition Classes

    H2OStackedEnsembleParams

90.  def getMetalearnerFoldCol(): String

    Definition Classes

    H2OStackedEnsembleParams

91.  def getMetalearnerNfolds(): Int

    Definition Classes

    H2OStackedEnsembleParams

92.  def getMetalearnerParams(): String

    Definition Classes

    H2OStackedEnsembleParams

93.  def getMetalearnerTransform(): String

    Definition Classes

    H2OStackedEnsembleParams

94.  def getModelId(): String

    Definition Classes

    H2OStackedEnsembleParams

95.  def getNfolds(): Int

    Definition Classes

    H2OStackedEnsembleParams

96.  def getOffsetCol(): String

    Definition Classes

    H2OStackedEnsembleParams

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

    Definition Classes

    Params

98.  def getParallelizeCrossValidation(): Boolean

    Definition Classes

    H2OStackedEnsembleParams

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

    Definition Classes

    Params

100.  def getPredictionCol(): String

     Definition Classes

     H2OAlgorithmMOJOParams

101.  def getQuantileAlpha(): Double

     Definition Classes

     H2OStackedEnsembleParams

102.  def getScoreEachIteration(): Boolean

     Definition Classes

     H2OStackedEnsembleParams

103.  def getScoreTrainingSamples(): Long

     Definition Classes

     H2OStackedEnsembleParams

104.  def getSeed(): Long

     Definition Classes

     H2OStackedEnsembleParams

105.  def getSplitRatio(): Double

     Definition Classes

     H2OCommonParams

106.  def getStoppingMetric(): String

     Definition Classes

     H2OStackedEnsembleParams

107.  def getStoppingRounds(): Int

     Definition Classes

     H2OStackedEnsembleParams

108.  def getStoppingTolerance(): Double

     Definition Classes

     H2OStackedEnsembleParams

109.  def getTweediePower(): Double

     Definition Classes

     H2OStackedEnsembleParams

110.  def getValidationDataFrame(): DataFrame

     Definition Classes

     H2OCommonParams

111.  def getWeightCol(): String

     Definition Classes

     H2OStackedEnsembleParams

112.  def getWithContributions(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

113.  def getWithLeafNodeAssignments(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

114.  def getWithStageResults(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

117.  def hashCode(): Int

     Definition Classes

     AnyRef → Any

     Annotations

     @native()

118.  val huberAlpha: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

119.  val ignoreConstCols: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

120.  val ignoredCols: NullableStringArrayParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     RestCommunication

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

     Definition Classes

     RestCommunication

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Definition Classes

     Params

128.  final def isInstanceOf[T0]: Boolean

     Definition Classes

     Any

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     Params

131.  def isTraceEnabled(): Boolean

     Attributes

     protected

     Definition Classes

     Logging

132.  final val keepBinaryModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

133.  val keepCrossValidationFoldAssignment: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

134.  val keepCrossValidationModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

135.  val keepCrossValidationPredictions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

136.  val keepLeveloneFrame: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

137.  val labelCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

138.  def log: Logger

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

145.  def logName: String

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

151.  val maxCategoricalLevels: IntParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

152.  val maxRuntimeSecs: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

153.  val metalearnerAlgorithm: Param[String]

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

154.  val metalearnerFoldAssignment: Param[String]

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

155.  val metalearnerFoldCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

156.  val metalearnerNfolds: IntParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

157.  val metalearnerParams: Param[String]

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

158.  val metalearnerTransform: Param[String]

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

159.  val modelId: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

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

     Definition Classes

     AnyRef

161.  val nfolds: IntParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

162.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

163.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

173.  val offsetCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

174.  val parallelizeCrossValidation: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

176.  def paramTag: ClassTag[StackedEnsembleParameters]

     Attributes

     protected

     Definition Classes

     H2OStackedEnsemble → H2OEstimator

177.  var parameters: StackedEnsembleParameters

     Attributes

     protected

     Definition Classes

     H2OEstimator

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

     Definition Classes

     Params

179.  final val predictionCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

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

     Attributes

     protected

     Definition Classes

     H2OTrainFramePreparation

181.  val quantileAlpha: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

182.  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

183.  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

184.  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

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

     Definition Classes

     H2OAlgoCommonUtils

186.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

187.  val scoreEachIteration: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

188.  val scoreTrainingSamples: LongParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

189.  val seed: LongParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

190.  final def set(paramPair: ParamPair[_]): H2OStackedEnsemble.this.type

     Attributes

     protected

     Definition Classes

     Params

191.  final def set(param: String, value: Any): H2OStackedEnsemble.this.type

     Attributes

     protected

     Definition Classes

     Params

192.  final def set[T](param: Param[T], value: T): H2OStackedEnsemble.this.type

     Definition Classes

     Params

193.  def setAucType(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

194.  def setBaseAlgorithms(value: Array[H2OAlgorithm[_ <: Parameters]]): H2OStackedEnsemble.this.type

     Definition Classes

     HasBaseAlgorithms

195.  def setBlendingDataFrame(value: DataFrame): H2OStackedEnsemble.this.type

     Definition Classes

     HasBlendingDataFrame

196.  def setCategoricalEncoding(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

197.  def setCheckpoint(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

198.  def setColumnsToCategorical(columnNames: ArrayList[String]): H2OStackedEnsemble.this.type

     Definition Classes

     H2OCommonParams

199.  def setColumnsToCategorical(columns: Array[String]): H2OStackedEnsemble.this.type

     Definition Classes

     H2OCommonParams

200.  def setColumnsToCategorical(first: String, others: String*): H2OStackedEnsemble.this.type

     Definition Classes

     H2OCommonParams

201.  def setConvertInvalidNumbersToNa(value: Boolean): H2OStackedEnsemble.this.type

     Definition Classes

     H2OCommonParams

202.  def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OStackedEnsemble.this.type

     Definition Classes

     H2OCommonParams

203.  def setCustomDistributionFunc(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

204.  def setCustomMetricFunc(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

205.  def setDataFrameSerializer(fullClassName: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OBaseMOJOParams

206.  final def setDefault(paramPairs: ParamPair[_]*): H2OStackedEnsemble.this.type

     Attributes

     protected

     Definition Classes

     Params

207.  final def setDefault[T](param: Param[T], value: T): H2OStackedEnsemble.this.type

     Attributes

     protected

     Definition Classes

     Params

208.  def setDetailedPredictionCol(columnName: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OAlgorithmCommonParams

209.  def setDistribution(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

210.  def setExportCheckpointsDir(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

211.  def setFeaturesCol(first: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OAlgorithmCommonParams

212.  def setFeaturesCols(columnNames: ArrayList[String]): H2OStackedEnsemble.this.type

     Definition Classes

     H2OAlgorithmCommonParams

213.  def setFeaturesCols(columnNames: Array[String]): H2OStackedEnsemble.this.type

     Definition Classes

     H2OAlgorithmCommonParams

214.  def setFeaturesCols(first: String, others: String*): H2OStackedEnsemble.this.type

     Definition Classes

     H2OAlgorithmCommonParams

215.  def setFoldAssignment(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

216.  def setFoldCol(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

217.  def setGainsliftBins(value: Int): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

218.  def setHuberAlpha(value: Double): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

219.  def setIgnoreConstCols(value: Boolean): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

220.  def setIgnoredCols(value: Array[String]): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

221.  def setKeepBinaryModels(value: Boolean): H2OStackedEnsemble.this.type

     Definition Classes

     H2OCommonParams

222.  def setKeepCrossValidationFoldAssignment(value: Boolean): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

223.  def setKeepCrossValidationModels(value: Boolean): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

224.  def setKeepCrossValidationPredictions(value: Boolean): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

225.  def setKeepLeveloneFrame(value: Boolean): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

226.  def setLabelCol(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

227.  def setMaxCategoricalLevels(value: Int): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

228.  def setMaxRuntimeSecs(value: Double): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

229.  def setMetalearnerAlgorithm(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

230.  def setMetalearnerFoldAssignment(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

231.  def setMetalearnerFoldCol(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

232.  def setMetalearnerNfolds(value: Int): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

233.  def setMetalearnerParams(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

234.  def setMetalearnerTransform(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

235.  def setModelId(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

236.  def setNfolds(value: Int): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

237.  def setOffsetCol(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

238.  def setParallelizeCrossValidation(value: Boolean): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

239.  def setPredictionCol(columnName: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OAlgorithmCommonParams

240.  def setQuantileAlpha(value: Double): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

241.  def setScoreEachIteration(value: Boolean): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

242.  def setScoreTrainingSamples(value: Long): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

243.  def setSeed(value: Long): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

244.  def setSplitRatio(ratio: Double): H2OStackedEnsemble.this.type

     Definition Classes

     H2OCommonParams

245.  def setStoppingMetric(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

246.  def setStoppingRounds(value: Int): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

247.  def setStoppingTolerance(value: Double): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

248.  def setTweediePower(value: Double): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

249.  def setValidationDataFrame(dataFrame: DataFrame): H2OStackedEnsemble.this.type

     Definition Classes

     H2OCommonParams

250.  def setWeightCol(value: String): H2OStackedEnsemble.this.type

     Definition Classes

     H2OStackedEnsembleParams

251.  def setWithContributions(enabled: Boolean): H2OStackedEnsemble.this.type

     Definition Classes

     H2OAlgorithmCommonParams

252.  def setWithLeafNodeAssignments(enabled: Boolean): H2OStackedEnsemble.this.type

     Definition Classes

     H2OAlgorithmCommonParams

253.  def setWithStageResults(enabled: Boolean): H2OStackedEnsemble.this.type

     Definition Classes

     H2OAlgorithmCommonParams

254.  final val splitRatio: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

255.  val stoppingMetric: Param[String]

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

256.  val stoppingRounds: IntParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

257.  val stoppingTolerance: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     AnyRef

267.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Definition Classes

     H2OStackedEnsemble → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

272.  val tweediePower: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

273.  val uid: String

     Definition Classes

     H2OStackedEnsemble → HasBlendingDataFrame → Identifiable

274.  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

275.  final val validationDataFrame: NonSerializableNullableDataFrameParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

276.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

279.  val weightCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OStackedEnsembleParams

280.  final val withContributions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

281.  final val withLeafNodeAssignments: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

282.  final val withStageResults: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

283.  def write: MLWriter

     Definition Classes

     DefaultParamsWritable → MLWritable

284.  object LoggingLevel extends Enumeration

     Definition Classes

     RestCommunication