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

   H2ODRFParams

7.  val balanceClasses: BooleanParam

   Attributes

   protected

   Definition Classes

   H2ODRFParams

8.  val binaryModel: Option[H2OBinaryModel]

   Attributes

   protected

   Definition Classes

   H2OAlgoCommonUtils

9.  val binomialDoubleTrees: BooleanParam

   Attributes

   protected

   Definition Classes

   H2ODRFParams

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

11.  val buildTreeOneNode: BooleanParam

    Attributes

    protected

    Definition Classes

    H2ODRFParams

12.  val calibrateModel: BooleanParam

    Attributes

    protected

    Definition Classes

    H2ODRFParams

13.  val calibrationMethod: Param[String]

    Attributes

    protected

    Definition Classes

    H2ODRFParams

14.  val categoricalEncoding: Param[String]

    Attributes

    protected

    Definition Classes

    H2ODRFParams

15.  val checkConstantResponse: BooleanParam

    Attributes

    protected

    Definition Classes

    H2ODRFParams

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

    Definition Classes

    RestCommunication

17.  val classSamplingFactors: NullableFloatArrayParam

    Attributes

    protected

    Definition Classes

    H2ODRFParams

18.  final def clear(param: Param[_]): H2ODRF.this.type

    Definition Classes

    Params

19.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

20.  val colSampleRateChangePerLevel: DoubleParam

    Attributes

    protected

    Definition Classes

    H2ODRFParams

21.  val colSampleRatePerTree: DoubleParam

    Attributes

    protected

    Definition Classes

    H2ODRFParams

22.  final val columnsToCategorical: StringArrayParam

    Attributes

    protected

    Definition Classes

    H2OCommonParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

25.  final val convertInvalidNumbersToNa: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

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

    Attributes

    protected

    Definition Classes

    EstimatorCommonUtils

28.  final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

30.  def copy(extra: ParamMap): H2ODRF.this.type

    Definition Classes

    H2OEstimator → Estimator → PipelineStage → Params

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

    Attributes

    protected

    Definition Classes

    Params

32.  def createMOJOSettings(): H2OMOJOSettings

    Attributes

    protected

    Definition Classes

    H2OAlgorithm → H2OEstimator

33.  def createMOJOUID(): String

    Attributes

    protected

    Definition Classes

    H2OEstimator

34.  val customMetricFunc: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2ODRFParams

35.  final val dataFrameSerializer: Param[String]

    Attributes

    protected

    Definition Classes

    HasDataFrameSerializer

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

    Attributes

    protected

    Definition Classes

    Params

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

    Attributes

    protected

    Definition Classes

    RestCommunication

38.  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

39.  final val detailedPredictionCol: Param[String]

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

40.  val distribution: Param[String]

    Attributes

    protected

    Definition Classes

    H2ODRFParams

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    RestCommunication

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

    Attributes

    protected

    Definition Classes

    RestCommunication

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

    Definition Classes

    AnyRef

46.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

48.  def explainParams(): String

    Definition Classes

    Params

49.  val exportCheckpointsDir: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2ODRFParams

50.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

52.  final val featuresCols: StringArrayParam

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

53.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

54.  def fit(dataset: Dataset[_]): H2ODRFMOJOModel

    Definition Classes

    H2ODRF → H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

55.  def fit(dataset: Dataset[_], paramMaps: Seq[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 foldAssignment: Param[String]

    Attributes

    protected

    Definition Classes

    H2ODRFParams

60.  val foldCol: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2ODRFParams

61.  val gainsliftBins: IntParam

    Attributes

    protected

    Definition Classes

    H2ODRFParams

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

    Definition Classes

    Params

63.  def getAucType(): String

    Definition Classes

    H2ODRFParams

64.  def getBalanceClasses(): Boolean

    Definition Classes

    H2ODRFParams

65.  def getBinaryModel(): H2OBinaryModel

    Definition Classes

    H2OAlgoCommonUtils

66.  def getBinomialDoubleTrees(): Boolean

    Definition Classes

    H2ODRFParams

67.  def getBuildTreeOneNode(): Boolean

    Definition Classes

    H2ODRFParams

68.  def getCalibrateModel(): Boolean

    Definition Classes

    H2ODRFParams

69.  def getCalibrationDataFrame(): DataFrame

    Definition Classes

    HasCalibrationDataFrame

70.  def getCalibrationMethod(): String

    Definition Classes

    H2ODRFParams

71.  def getCategoricalEncoding(): String

    Definition Classes

    H2ODRFParams

72.  def getCheckConstantResponse(): Boolean

    Definition Classes

    H2ODRFParams

73.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

74.  def getClassSamplingFactors(): Array[Float]

    Definition Classes

    H2ODRFParams

75.  def getColSampleRateChangePerLevel(): Double

    Definition Classes

    H2ODRFParams

76.  def getColSampleRatePerTree(): Double

    Definition Classes

    H2ODRFParams

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

    Definition Classes

    H2OCommonParams

78.  def getConvertInvalidNumbersToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

79.  def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

80.  def getCustomMetricFunc(): String

    Definition Classes

    H2ODRFParams

81.  def getDataFrameSerializer(): String

    Definition Classes

    HasDataFrameSerializer

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

    Definition Classes

    Params

83.  def getDetailedPredictionCol(): String

    Definition Classes

    H2OAlgorithmMOJOParams

84.  def getDistribution(): String

    Definition Classes

    H2ODRFParams

85.  def getExportCheckpointsDir(): String

    Definition Classes

    H2ODRFParams

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

    Definition Classes

    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

87.  def getFoldAssignment(): String

    Definition Classes

    H2ODRFParams

88.  def getFoldCol(): String

    Definition Classes

    H2ODRFParams

89.  def getGainsliftBins(): Int

    Definition Classes

    H2ODRFParams

90.  def getHistogramType(): String

    Definition Classes

    H2ODRFParams

91.  def getIgnoreConstCols(): Boolean

    Definition Classes

    H2ODRFParams

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

    Definition Classes

    HasIgnoredCols

93.  def getKeepBinaryModels(): Boolean

    Definition Classes

    H2OCommonParams

94.  def getKeepCrossValidationFoldAssignment(): Boolean

    Definition Classes

    H2ODRFParams

95.  def getKeepCrossValidationModels(): Boolean

    Definition Classes

    H2ODRFParams

96.  def getKeepCrossValidationPredictions(): Boolean

    Definition Classes

    H2ODRFParams

97.  def getLabelCol(): String

    Definition Classes

    H2ODRFParams

98.  def getMaxAfterBalanceSize(): Float

    Definition Classes

    H2ODRFParams

99.  def getMaxConfusionMatrixSize(): Int

    Definition Classes

    H2ODRFParams

100.  def getMaxDepth(): Int

     Definition Classes

     H2ODRFParams

101.  def getMaxRuntimeSecs(): Double

     Definition Classes

     H2ODRFParams

102.  def getMinRows(): Double

     Definition Classes

     H2ODRFParams

103.  def getMinSplitImprovement(): Double

     Definition Classes

     H2ODRFParams

104.  def getModelId(): String

     Definition Classes

     H2ODRFParams

105.  def getMtries(): Int

     Definition Classes

     H2ODRFParams

106.  def getNbins(): Int

     Definition Classes

     H2ODRFParams

107.  def getNbinsCats(): Int

     Definition Classes

     H2ODRFParams

108.  def getNbinsTopLevel(): Int

     Definition Classes

     H2ODRFParams

109.  def getNfolds(): Int

     Definition Classes

     H2ODRFParams

110.  def getNtrees(): Int

     Definition Classes

     H2ODRFParams

111.  def getOffsetCol(): String

     Definition Classes

     H2ODRFParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

114.  def getPredictionCol(): String

     Definition Classes

     H2OAlgorithmMOJOParams

115.  def getSampleRate(): Double

     Definition Classes

     H2ODRFParams

116.  def getSampleRatePerClass(): Array[Double]

     Definition Classes

     H2ODRFParams

117.  def getScoreEachIteration(): Boolean

     Definition Classes

     H2ODRFParams

118.  def getScoreTreeInterval(): Int

     Definition Classes

     H2ODRFParams

119.  def getSeed(): Long

     Definition Classes

     H2ODRFParams

120.  def getSplitRatio(): Double

     Definition Classes

     H2OCommonParams

121.  def getStoppingMetric(): String

     Definition Classes

     H2ODRFParams

122.  def getStoppingRounds(): Int

     Definition Classes

     H2ODRFParams

123.  def getStoppingTolerance(): Double

     Definition Classes

     H2ODRFParams

124.  def getValidationDataFrame(): DataFrame

     Definition Classes

     H2OCommonParams

125.  def getWeightCol(): String

     Definition Classes

     H2ODRFParams

126.  def getWithContributions(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

127.  def getWithLeafNodeAssignments(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

128.  def getWithStageResults(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

131.  def hashCode(): Int

     Definition Classes

     AnyRef → Any

     Annotations

     @native()

132.  val histogramType: Param[String]

     Attributes

     protected

     Definition Classes

     H2ODRFParams

133.  val ignoreConstCols: BooleanParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     RestCommunication

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

     Definition Classes

     RestCommunication

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Definition Classes

     Params

141.  final def isInstanceOf[T0]: Boolean

     Definition Classes

     Any

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     Params

144.  def isTraceEnabled(): Boolean

     Attributes

     protected

     Definition Classes

     Logging

145.  final val keepBinaryModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

146.  val keepCrossValidationFoldAssignment: BooleanParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

147.  val keepCrossValidationModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

148.  val keepCrossValidationPredictions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

149.  val labelCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2ODRFParams

150.  def log: Logger

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

157.  def logName: String

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

163.  val maxAfterBalanceSize: FloatParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

164.  val maxConfusionMatrixSize: IntParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

165.  val maxDepth: IntParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

166.  val maxRuntimeSecs: DoubleParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

167.  val minRows: DoubleParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

168.  val minSplitImprovement: DoubleParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

169.  val modelId: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

170.  val mtries: IntParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

171.  val nbins: IntParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

172.  val nbinsCats: IntParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

173.  val nbinsTopLevel: IntParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

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

     Definition Classes

     AnyRef

175.  val nfolds: IntParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

176.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

177.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

178.  val ntrees: IntParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

188.  val offsetCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

190.  def paramTag: ClassTag[DRFParameters]

     Attributes

     protected

     Definition Classes

     H2ODRFParams

191.  var parameters: DRFParameters

     Attributes

     protected

     Definition Classes

     H2OEstimator

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

     Definition Classes

     Params

193.  final val predictionCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

194.  def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

     Attributes

     protected

     Definition Classes

     DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

195.  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

196.  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

197.  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

198.  val sampleRate: DoubleParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

199.  val sampleRatePerClass: NullableDoubleArrayParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

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

     Definition Classes

     H2OAlgoCommonUtils

201.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

202.  val scoreEachIteration: BooleanParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

203.  val scoreTreeInterval: IntParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

204.  val seed: LongParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

205.  final def set(paramPair: ParamPair[_]): H2ODRF.this.type

     Attributes

     protected

     Definition Classes

     Params

206.  final def set(param: String, value: Any): H2ODRF.this.type

     Attributes

     protected

     Definition Classes

     Params

207.  final def set[T](param: Param[T], value: T): H2ODRF.this.type

     Definition Classes

     Params

208.  def setAucType(value: String): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

209.  def setBalanceClasses(value: Boolean): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

210.  def setBinomialDoubleTrees(value: Boolean): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

211.  def setBuildTreeOneNode(value: Boolean): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

212.  def setCalibrateModel(value: Boolean): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

213.  def setCalibrationDataFrame(value: DataFrame): H2ODRF.this.type

     Definition Classes

     HasCalibrationDataFrame

214.  def setCalibrationMethod(value: String): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

215.  def setCategoricalEncoding(value: String): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

216.  def setCheckConstantResponse(value: Boolean): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

217.  def setClassSamplingFactors(value: Array[Float]): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

218.  def setColSampleRateChangePerLevel(value: Double): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

219.  def setColSampleRatePerTree(value: Double): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

220.  def setColumnsToCategorical(columnNames: ArrayList[String]): H2ODRF.this.type

     Definition Classes

     H2OCommonParams

221.  def setColumnsToCategorical(columns: Array[String]): H2ODRF.this.type

     Definition Classes

     H2OCommonParams

222.  def setColumnsToCategorical(first: String, others: String*): H2ODRF.this.type

     Definition Classes

     H2OCommonParams

223.  def setConvertInvalidNumbersToNa(value: Boolean): H2ODRF.this.type

     Definition Classes

     H2OCommonParams

224.  def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2ODRF.this.type

     Definition Classes

     H2OCommonParams

225.  def setCustomMetricFunc(value: String): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

226.  def setDataFrameSerializer(fullClassName: String): H2ODRF.this.type

     Definition Classes

     H2OBaseMOJOParams

227.  final def setDefault(paramPairs: ParamPair[_]*): H2ODRF.this.type

     Attributes

     protected

     Definition Classes

     Params

228.  final def setDefault[T](param: Param[T], value: T): H2ODRF.this.type

     Attributes

     protected

     Definition Classes

     Params

229.  def setDetailedPredictionCol(columnName: String): H2ODRF.this.type

     Definition Classes

     H2OAlgorithmCommonParams

230.  def setDistribution(value: String): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

231.  def setExportCheckpointsDir(value: String): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

232.  def setFeaturesCol(first: String): H2ODRF.this.type

     Definition Classes

     H2OAlgorithmCommonParams

233.  def setFeaturesCols(columnNames: ArrayList[String]): H2ODRF.this.type

     Definition Classes

     H2OAlgorithmCommonParams

234.  def setFeaturesCols(columnNames: Array[String]): H2ODRF.this.type

     Definition Classes

     H2OAlgorithmCommonParams

235.  def setFeaturesCols(first: String, others: String*): H2ODRF.this.type

     Definition Classes

     H2OAlgorithmCommonParams

236.  def setFoldAssignment(value: String): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

237.  def setFoldCol(value: String): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

238.  def setGainsliftBins(value: Int): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

239.  def setHistogramType(value: String): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

240.  def setIgnoreConstCols(value: Boolean): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

241.  def setIgnoredCols(value: Array[String]): H2ODRF.this.type

     Definition Classes

     HasIgnoredCols

242.  def setKeepBinaryModels(value: Boolean): H2ODRF.this.type

     Definition Classes

     H2OCommonParams

243.  def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

244.  def setKeepCrossValidationModels(value: Boolean): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

245.  def setKeepCrossValidationPredictions(value: Boolean): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

246.  def setLabelCol(value: String): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

247.  def setMaxAfterBalanceSize(value: Float): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

248.  def setMaxConfusionMatrixSize(value: Int): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

249.  def setMaxDepth(value: Int): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

250.  def setMaxRuntimeSecs(value: Double): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

251.  def setMinRows(value: Double): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

252.  def setMinSplitImprovement(value: Double): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

253.  def setModelId(value: String): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

254.  def setMtries(value: Int): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

255.  def setNbins(value: Int): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

256.  def setNbinsCats(value: Int): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

257.  def setNbinsTopLevel(value: Int): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

258.  def setNfolds(value: Int): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

259.  def setNtrees(value: Int): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

260.  def setOffsetCol(value: String): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

261.  def setPredictionCol(columnName: String): H2ODRF.this.type

     Definition Classes

     H2OAlgorithmCommonParams

262.  def setSampleRate(value: Double): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

263.  def setSampleRatePerClass(value: Array[Double]): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

264.  def setScoreEachIteration(value: Boolean): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

265.  def setScoreTreeInterval(value: Int): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

266.  def setSeed(value: Long): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

267.  def setSplitRatio(ratio: Double): H2ODRF.this.type

     Definition Classes

     H2OCommonParams

268.  def setStoppingMetric(value: String): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

269.  def setStoppingRounds(value: Int): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

270.  def setStoppingTolerance(value: Double): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

271.  def setValidationDataFrame(dataFrame: DataFrame): H2ODRF.this.type

     Definition Classes

     H2OCommonParams

272.  def setWeightCol(value: String): H2ODRF.this.type

     Definition Classes

     H2ODRFParams

273.  def setWithContributions(enabled: Boolean): H2ODRF.this.type

     Definition Classes

     H2OAlgorithmCommonParams

274.  def setWithLeafNodeAssignments(enabled: Boolean): H2ODRF.this.type

     Definition Classes

     H2OAlgorithmCommonParams

275.  def setWithStageResults(enabled: Boolean): H2ODRF.this.type

     Definition Classes

     H2OAlgorithmCommonParams

276.  final val splitRatio: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

277.  val stoppingMetric: Param[String]

     Attributes

     protected

     Definition Classes

     H2ODRFParams

278.  val stoppingRounds: IntParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

279.  val stoppingTolerance: DoubleParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     AnyRef

289.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Definition Classes

     H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

294.  val uid: String

     Definition Classes

     H2ODRF → Identifiable

295.  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

296.  final val validationDataFrame: NonSerializableNullableDataFrameParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

297.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

300.  val weightCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2ODRFParams

301.  final val withContributions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

302.  final val withLeafNodeAssignments: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

303.  final val withStageResults: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

304.  def write: MLWriter

     Definition Classes

     DefaultParamsWritable → MLWritable

305.  object LoggingLevel extends Enumeration

     Definition Classes

     RestCommunication