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

   H2OGBMParams

7.  val autoRebalance: BooleanParam

   Attributes

   protected

   Definition Classes

   H2OGBMParams

8.  val balanceClasses: BooleanParam

   Attributes

   protected

   Definition Classes

   H2OGBMParams

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 buildTreeOneNode: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

12.  val calibrateModel: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

13.  val calibrationMethod: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGBMParams

14.  val categoricalEncoding: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGBMParams

15.  val checkConstantResponse: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

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

    Definition Classes

    RestCommunication

17.  val classSamplingFactors: NullableFloatArrayParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

18.  final def clear(param: Param[_]): H2OGBM.this.type

    Definition Classes

    Params

19.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

20.  val colSampleRate: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

21.  val colSampleRateChangePerLevel: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

22.  val colSampleRatePerTree: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

23.  final val columnsToCategorical: StringArrayParam

    Attributes

    protected

    Definition Classes

    H2OCommonParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

26.  final val convertInvalidNumbersToNa: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

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

    Attributes

    protected

    Definition Classes

    EstimatorCommonUtils

29.  final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

31.  def copy(extra: ParamMap): H2OGBM.this.type

    Definition Classes

    H2OEstimator → Estimator → PipelineStage → Params

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

    Attributes

    protected

    Definition Classes

    Params

33.  def createMOJOSettings(): H2OMOJOSettings

    Attributes

    protected

    Definition Classes

    H2OAlgorithm → H2OEstimator

34.  def createMOJOUID(): String

    Attributes

    protected

    Definition Classes

    H2OEstimator

35.  val customDistributionFunc: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

36.  val customMetricFunc: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

37.  final val dataFrameSerializer: Param[String]

    Attributes

    protected

    Definition Classes

    HasDataFrameSerializer

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

    Attributes

    protected

    Definition Classes

    Params

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

    Attributes

    protected

    Definition Classes

    RestCommunication

40.  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

41.  final val detailedPredictionCol: Param[String]

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

42.  val distribution: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGBMParams

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    RestCommunication

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

    Attributes

    protected

    Definition Classes

    RestCommunication

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

    Definition Classes

    AnyRef

48.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

50.  def explainParams(): String

    Definition Classes

    Params

51.  val exportCheckpointsDir: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

52.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

54.  final val featuresCols: StringArrayParam

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

55.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

56.  def fit(dataset: Dataset[_]): H2OGBMMOJOModel

    Definition Classes

    H2OGBM → H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

61.  val foldAssignment: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGBMParams

62.  val foldCol: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

63.  val gainsliftBins: IntParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

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

    Definition Classes

    Params

65.  def getAucType(): String

    Definition Classes

    H2OGBMParams

66.  def getAutoRebalance(): Boolean

    Definition Classes

    H2OGBMParams

67.  def getBalanceClasses(): Boolean

    Definition Classes

    H2OGBMParams

68.  def getBinaryModel(): H2OBinaryModel

    Definition Classes

    H2OAlgoCommonUtils

69.  def getBuildTreeOneNode(): Boolean

    Definition Classes

    H2OGBMParams

70.  def getCalibrateModel(): Boolean

    Definition Classes

    H2OGBMParams

71.  def getCalibrationDataFrame(): DataFrame

    Definition Classes

    HasCalibrationDataFrame

72.  def getCalibrationMethod(): String

    Definition Classes

    H2OGBMParams

73.  def getCategoricalEncoding(): String

    Definition Classes

    H2OGBMParams

74.  def getCheckConstantResponse(): Boolean

    Definition Classes

    H2OGBMParams

75.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Definition Classes

    H2OGBMParams

77.  def getColSampleRate(): Double

    Definition Classes

    H2OGBMParams

78.  def getColSampleRateChangePerLevel(): Double

    Definition Classes

    H2OGBMParams

79.  def getColSampleRatePerTree(): Double

    Definition Classes

    H2OGBMParams

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

    Definition Classes

    H2OCommonParams

81.  def getConvertInvalidNumbersToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

82.  def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

83.  def getCustomDistributionFunc(): String

    Definition Classes

    H2OGBMParams

84.  def getCustomMetricFunc(): String

    Definition Classes

    H2OGBMParams

85.  def getDataFrameSerializer(): String

    Definition Classes

    HasDataFrameSerializer

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

    Definition Classes

    Params

87.  def getDetailedPredictionCol(): String

    Definition Classes

    H2OAlgorithmMOJOParams

88.  def getDistribution(): String

    Definition Classes

    H2OGBMParams

89.  def getExportCheckpointsDir(): String

    Definition Classes

    H2OGBMParams

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

    Definition Classes

    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

91.  def getFoldAssignment(): String

    Definition Classes

    H2OGBMParams

92.  def getFoldCol(): String

    Definition Classes

    H2OGBMParams

93.  def getGainsliftBins(): Int

    Definition Classes

    H2OGBMParams

94.  def getHistogramType(): String

    Definition Classes

    H2OGBMParams

95.  def getHuberAlpha(): Double

    Definition Classes

    H2OGBMParams

96.  def getIgnoreConstCols(): Boolean

    Definition Classes

    H2OGBMParams

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

    Definition Classes

    HasIgnoredCols

98.  def getInTrainingCheckpointsDir(): String

    Definition Classes

    H2OGBMParams

99.  def getInTrainingCheckpointsTreeInterval(): Int

    Definition Classes

    H2OGBMParams

100.  def getInteractionConstraints(): Array[Array[String]]

     Definition Classes

     H2OGBMParams

101.  def getKeepBinaryModels(): Boolean

     Definition Classes

     H2OCommonParams

102.  def getKeepCrossValidationFoldAssignment(): Boolean

     Definition Classes

     H2OGBMParams

103.  def getKeepCrossValidationModels(): Boolean

     Definition Classes

     H2OGBMParams

104.  def getKeepCrossValidationPredictions(): Boolean

     Definition Classes

     H2OGBMParams

105.  def getLabelCol(): String

     Definition Classes

     H2OGBMParams

106.  def getLearnRate(): Double

     Definition Classes

     H2OGBMParams

107.  def getLearnRateAnnealing(): Double

     Definition Classes

     H2OGBMParams

108.  def getMaxAbsLeafnodePred(): Double

     Definition Classes

     H2OGBMParams

109.  def getMaxAfterBalanceSize(): Float

     Definition Classes

     H2OGBMParams

110.  def getMaxConfusionMatrixSize(): Int

     Definition Classes

     H2OGBMParams

111.  def getMaxDepth(): Int

     Definition Classes

     H2OGBMParams

112.  def getMaxRuntimeSecs(): Double

     Definition Classes

     H2OGBMParams

113.  def getMinRows(): Double

     Definition Classes

     H2OGBMParams

114.  def getMinSplitImprovement(): Double

     Definition Classes

     H2OGBMParams

115.  def getModelId(): String

     Definition Classes

     H2OGBMParams

116.  def getMonotoneConstraints(): Map[String, Double]

     Definition Classes

     HasMonotoneConstraints

117.  def getNbins(): Int

     Definition Classes

     H2OGBMParams

118.  def getNbinsCats(): Int

     Definition Classes

     H2OGBMParams

119.  def getNbinsTopLevel(): Int

     Definition Classes

     H2OGBMParams

120.  def getNfolds(): Int

     Definition Classes

     H2OGBMParams

121.  def getNtrees(): Int

     Definition Classes

     H2OGBMParams

122.  def getOffsetCol(): String

     Definition Classes

     H2OGBMParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

125.  def getPredNoiseBandwidth(): Double

     Definition Classes

     H2OGBMParams

126.  def getPredictionCol(): String

     Definition Classes

     H2OAlgorithmMOJOParams

127.  def getQuantileAlpha(): Double

     Definition Classes

     H2OGBMParams

128.  def getSampleRate(): Double

     Definition Classes

     H2OGBMParams

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

     Definition Classes

     H2OGBMParams

130.  def getScoreEachIteration(): Boolean

     Definition Classes

     H2OGBMParams

131.  def getScoreTreeInterval(): Int

     Definition Classes

     H2OGBMParams

132.  def getSeed(): Long

     Definition Classes

     H2OGBMParams

133.  def getSplitRatio(): Double

     Definition Classes

     H2OCommonParams

134.  def getStoppingMetric(): String

     Definition Classes

     H2OGBMParams

135.  def getStoppingRounds(): Int

     Definition Classes

     H2OGBMParams

136.  def getStoppingTolerance(): Double

     Definition Classes

     H2OGBMParams

137.  def getTweediePower(): Double

     Definition Classes

     H2OGBMParams

138.  def getValidationDataFrame(): DataFrame

     Definition Classes

     H2OCommonParams

139.  def getWeightCol(): String

     Definition Classes

     H2OGBMParams

140.  def getWithContributions(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

141.  def getWithLeafNodeAssignments(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

142.  def getWithStageResults(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

145.  def hashCode(): Int

     Definition Classes

     AnyRef → Any

     Annotations

     @native()

146.  val histogramType: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGBMParams

147.  val huberAlpha: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

148.  val ignoreConstCols: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

149.  val inTrainingCheckpointsDir: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

150.  val inTrainingCheckpointsTreeInterval: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     RestCommunication

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

     Definition Classes

     RestCommunication

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

157.  val interactionConstraints: NullableStringArrayArrayParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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

     Definition Classes

     Params

159.  final def isInstanceOf[T0]: Boolean

     Definition Classes

     Any

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     Params

162.  def isTraceEnabled(): Boolean

     Attributes

     protected

     Definition Classes

     Logging

163.  final val keepBinaryModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

164.  val keepCrossValidationFoldAssignment: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

165.  val keepCrossValidationModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

166.  val keepCrossValidationPredictions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

167.  val labelCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGBMParams

168.  val learnRate: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

169.  val learnRateAnnealing: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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 maxAbsLeafnodePred: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

184.  val maxAfterBalanceSize: FloatParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

185.  val maxConfusionMatrixSize: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

186.  val maxDepth: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

187.  val maxRuntimeSecs: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

188.  val minRows: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

189.  val minSplitImprovement: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

190.  val modelId: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

191.  val nbins: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

192.  val nbinsCats: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

193.  val nbinsTopLevel: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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

     Definition Classes

     AnyRef

195.  val nfolds: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

196.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

197.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

198.  val ntrees: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

208.  val offsetCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

210.  def paramTag: ClassTag[GBMParameters]

     Attributes

     protected

     Definition Classes

     H2OGBMParams

211.  var parameters: GBMParameters

     Attributes

     protected

     Definition Classes

     H2OEstimator

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

     Definition Classes

     Params

213.  val predNoiseBandwidth: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

214.  final val predictionCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

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

     Attributes

     protected

     Definition Classes

     DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

216.  val quantileAlpha: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

217.  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

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.  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

220.  val sampleRate: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

221.  val sampleRatePerClass: NullableDoubleArrayParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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

     Definition Classes

     H2OAlgoCommonUtils

223.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

224.  val scoreEachIteration: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

225.  val scoreTreeInterval: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

226.  val seed: LongParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

227.  final def set(paramPair: ParamPair[_]): H2OGBM.this.type

     Attributes

     protected

     Definition Classes

     Params

228.  final def set(param: String, value: Any): H2OGBM.this.type

     Attributes

     protected

     Definition Classes

     Params

229.  final def set[T](param: Param[T], value: T): H2OGBM.this.type

     Definition Classes

     Params

230.  def setAucType(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

231.  def setAutoRebalance(value: Boolean): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

232.  def setBalanceClasses(value: Boolean): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

233.  def setBuildTreeOneNode(value: Boolean): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

234.  def setCalibrateModel(value: Boolean): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

235.  def setCalibrationDataFrame(value: DataFrame): H2OGBM.this.type

     Definition Classes

     HasCalibrationDataFrame

236.  def setCalibrationMethod(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

237.  def setCategoricalEncoding(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

238.  def setCheckConstantResponse(value: Boolean): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

239.  def setClassSamplingFactors(value: Array[Float]): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

240.  def setColSampleRate(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

241.  def setColSampleRateChangePerLevel(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

242.  def setColSampleRatePerTree(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

243.  def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGBM.this.type

     Definition Classes

     H2OCommonParams

244.  def setColumnsToCategorical(columns: Array[String]): H2OGBM.this.type

     Definition Classes

     H2OCommonParams

245.  def setColumnsToCategorical(first: String, others: String*): H2OGBM.this.type

     Definition Classes

     H2OCommonParams

246.  def setConvertInvalidNumbersToNa(value: Boolean): H2OGBM.this.type

     Definition Classes

     H2OCommonParams

247.  def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGBM.this.type

     Definition Classes

     H2OCommonParams

248.  def setCustomDistributionFunc(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

249.  def setCustomMetricFunc(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

250.  def setDataFrameSerializer(fullClassName: String): H2OGBM.this.type

     Definition Classes

     H2OBaseMOJOParams

251.  final def setDefault(paramPairs: ParamPair[_]*): H2OGBM.this.type

     Attributes

     protected

     Definition Classes

     Params

252.  final def setDefault[T](param: Param[T], value: T): H2OGBM.this.type

     Attributes

     protected

     Definition Classes

     Params

253.  def setDetailedPredictionCol(columnName: String): H2OGBM.this.type

     Definition Classes

     H2OAlgorithmCommonParams

254.  def setDistribution(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

255.  def setExportCheckpointsDir(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

256.  def setFeaturesCol(first: String): H2OGBM.this.type

     Definition Classes

     H2OAlgorithmCommonParams

257.  def setFeaturesCols(columnNames: ArrayList[String]): H2OGBM.this.type

     Definition Classes

     H2OAlgorithmCommonParams

258.  def setFeaturesCols(columnNames: Array[String]): H2OGBM.this.type

     Definition Classes

     H2OAlgorithmCommonParams

259.  def setFeaturesCols(first: String, others: String*): H2OGBM.this.type

     Definition Classes

     H2OAlgorithmCommonParams

260.  def setFoldAssignment(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

261.  def setFoldCol(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

262.  def setGainsliftBins(value: Int): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

263.  def setHistogramType(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

264.  def setHuberAlpha(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

265.  def setIgnoreConstCols(value: Boolean): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

266.  def setIgnoredCols(value: Array[String]): H2OGBM.this.type

     Definition Classes

     HasIgnoredCols

267.  def setInTrainingCheckpointsDir(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

268.  def setInTrainingCheckpointsTreeInterval(value: Int): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

269.  def setInteractionConstraints(value: Array[Array[String]]): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

270.  def setKeepBinaryModels(value: Boolean): H2OGBM.this.type

     Definition Classes

     H2OCommonParams

271.  def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

272.  def setKeepCrossValidationModels(value: Boolean): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

273.  def setKeepCrossValidationPredictions(value: Boolean): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

274.  def setLabelCol(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

275.  def setLearnRate(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

276.  def setLearnRateAnnealing(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

277.  def setMaxAbsLeafnodePred(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

278.  def setMaxAfterBalanceSize(value: Float): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

279.  def setMaxConfusionMatrixSize(value: Int): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

280.  def setMaxDepth(value: Int): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

281.  def setMaxRuntimeSecs(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

282.  def setMinRows(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

283.  def setMinSplitImprovement(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

284.  def setModelId(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

285.  def setMonotoneConstraints(value: Map[String, Double]): H2OGBM.this.type

     Definition Classes

     HasMonotoneConstraints

286.  def setNbins(value: Int): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

287.  def setNbinsCats(value: Int): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

288.  def setNbinsTopLevel(value: Int): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

289.  def setNfolds(value: Int): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

290.  def setNtrees(value: Int): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

291.  def setOffsetCol(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

292.  def setPredNoiseBandwidth(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

293.  def setPredictionCol(columnName: String): H2OGBM.this.type

     Definition Classes

     H2OAlgorithmCommonParams

294.  def setQuantileAlpha(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

295.  def setSampleRate(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

296.  def setSampleRatePerClass(value: Array[Double]): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

297.  def setScoreEachIteration(value: Boolean): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

298.  def setScoreTreeInterval(value: Int): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

299.  def setSeed(value: Long): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

300.  def setSplitRatio(ratio: Double): H2OGBM.this.type

     Definition Classes

     H2OCommonParams

301.  def setStoppingMetric(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

302.  def setStoppingRounds(value: Int): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

303.  def setStoppingTolerance(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

304.  def setTweediePower(value: Double): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

305.  def setValidationDataFrame(dataFrame: DataFrame): H2OGBM.this.type

     Definition Classes

     H2OCommonParams

306.  def setWeightCol(value: String): H2OGBM.this.type

     Definition Classes

     H2OGBMParams

307.  def setWithContributions(enabled: Boolean): H2OGBM.this.type

     Definition Classes

     H2OAlgorithmCommonParams

308.  def setWithLeafNodeAssignments(enabled: Boolean): H2OGBM.this.type

     Definition Classes

     H2OAlgorithmCommonParams

309.  def setWithStageResults(enabled: Boolean): H2OGBM.this.type

     Definition Classes

     H2OAlgorithmCommonParams

310.  final val splitRatio: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

311.  val stoppingMetric: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGBMParams

312.  val stoppingRounds: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

313.  val stoppingTolerance: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     AnyRef

323.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Definition Classes

     H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

328.  val tweediePower: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

329.  val uid: String

     Definition Classes

     H2OGBM → Identifiable

330.  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

331.  final val validationDataFrame: NonSerializableNullableDataFrameParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

332.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

335.  val weightCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

336.  final val withContributions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

337.  final val withLeafNodeAssignments: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

338.  final val withStageResults: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

339.  def write: MLWriter

     Definition Classes

     DefaultParamsWritable → MLWritable

340.  object LoggingLevel extends Enumeration

     Definition Classes

     RestCommunication