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 balanceClasses: BooleanParam

   Attributes

   protected

   Definition Classes

   H2OGBMParams

8.  val binaryModel: Option[H2OBinaryModel]

   Attributes

   protected

   Definition Classes

   H2OAlgoCommonUtils

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

   Attributes

   protected

   Definition Classes

   ParameterConstructorMethods

10.  val buildTreeOneNode: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

11.  val calibrateModel: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

12.  val calibrationMethod: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGBMParams

13.  val categoricalEncoding: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGBMParams

14.  val checkConstantResponse: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

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

    Definition Classes

    RestCommunication

16.  val classSamplingFactors: NullableFloatArrayParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

17.  final def clear(param: Param[_]): H2OGBMClassifier.this.type

    Definition Classes

    Params

18.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

19.  val colSampleRate: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

20.  val colSampleRateChangePerLevel: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

21.  val colSampleRatePerTree: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

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): H2OGBMClassifier.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 customDistributionFunc: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

35.  val customMetricFunc: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

36.  final val dataFrameSerializer: Param[String]

    Attributes

    protected

    Definition Classes

    HasDataFrameSerializer

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

    Attributes

    protected

    Definition Classes

    Params

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

    Attributes

    protected

    Definition Classes

    RestCommunication

39.  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

40.  final val detailedPredictionCol: Param[String]

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

41.  val distribution: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGBMParams

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    RestCommunication

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

    Attributes

    protected

    Definition Classes

    RestCommunication

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

    Definition Classes

    AnyRef

47.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

49.  def explainParams(): String

    Definition Classes

    Params

50.  val exportCheckpointsDir: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

51.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

53.  final val featuresCols: StringArrayParam

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

54.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    Definition Classes

    H2OGBM → H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

60.  val foldAssignment: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGBMParams

61.  val foldCol: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

62.  val gainsliftBins: IntParam

    Attributes

    protected

    Definition Classes

    H2OGBMParams

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

    Definition Classes

    Params

64.  def getAucType(): String

    Definition Classes

    H2OGBMParams

65.  def getBalanceClasses(): Boolean

    Definition Classes

    H2OGBMParams

66.  def getBinaryModel(): H2OBinaryModel

    Definition Classes

    H2OAlgoCommonUtils

67.  def getBuildTreeOneNode(): Boolean

    Definition Classes

    H2OGBMParams

68.  def getCalibrateModel(): Boolean

    Definition Classes

    H2OGBMParams

69.  def getCalibrationDataFrame(): DataFrame

    Definition Classes

    HasCalibrationDataFrame

70.  def getCalibrationMethod(): String

    Definition Classes

    H2OGBMParams

71.  def getCategoricalEncoding(): String

    Definition Classes

    H2OGBMParams

72.  def getCheckConstantResponse(): Boolean

    Definition Classes

    H2OGBMParams

73.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Definition Classes

    H2OGBMParams

75.  def getColSampleRate(): Double

    Definition Classes

    H2OGBMParams

76.  def getColSampleRateChangePerLevel(): Double

    Definition Classes

    H2OGBMParams

77.  def getColSampleRatePerTree(): Double

    Definition Classes

    H2OGBMParams

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

    Definition Classes

    H2OCommonParams

79.  def getConvertInvalidNumbersToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

80.  def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

81.  def getCustomDistributionFunc(): String

    Definition Classes

    H2OGBMParams

82.  def getCustomMetricFunc(): String

    Definition Classes

    H2OGBMParams

83.  def getDataFrameSerializer(): String

    Definition Classes

    HasDataFrameSerializer

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

    Definition Classes

    Params

85.  def getDetailedPredictionCol(): String

    Definition Classes

    H2OAlgorithmMOJOParams

86.  def getDistribution(): String

    Definition Classes

    H2OGBMParams

87.  def getExportCheckpointsDir(): String

    Definition Classes

    H2OGBMParams

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

    Definition Classes

    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

89.  def getFoldAssignment(): String

    Definition Classes

    H2OGBMParams

90.  def getFoldCol(): String

    Definition Classes

    H2OGBMParams

91.  def getGainsliftBins(): Int

    Definition Classes

    H2OGBMParams

92.  def getHistogramType(): String

    Definition Classes

    H2OGBMParams

93.  def getHuberAlpha(): Double

    Definition Classes

    H2OGBMParams

94.  def getIgnoreConstCols(): Boolean

    Definition Classes

    H2OGBMParams

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

    Definition Classes

    HasIgnoredCols

96.  def getInTrainingCheckpointsDir(): String

    Definition Classes

    H2OGBMParams

97.  def getInTrainingCheckpointsTreeInterval(): Int

    Definition Classes

    H2OGBMParams

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

    Definition Classes

    H2OGBMParams

99.  def getKeepBinaryModels(): Boolean

    Definition Classes

    H2OCommonParams

100.  def getKeepCrossValidationFoldAssignment(): Boolean

     Definition Classes

     H2OGBMParams

101.  def getKeepCrossValidationModels(): Boolean

     Definition Classes

     H2OGBMParams

102.  def getKeepCrossValidationPredictions(): Boolean

     Definition Classes

     H2OGBMParams

103.  def getLabelCol(): String

     Definition Classes

     H2OGBMParams

104.  def getLearnRate(): Double

     Definition Classes

     H2OGBMParams

105.  def getLearnRateAnnealing(): Double

     Definition Classes

     H2OGBMParams

106.  def getMaxAbsLeafnodePred(): Double

     Definition Classes

     H2OGBMParams

107.  def getMaxAfterBalanceSize(): Float

     Definition Classes

     H2OGBMParams

108.  def getMaxConfusionMatrixSize(): Int

     Definition Classes

     H2OGBMParams

109.  def getMaxDepth(): Int

     Definition Classes

     H2OGBMParams

110.  def getMaxRuntimeSecs(): Double

     Definition Classes

     H2OGBMParams

111.  def getMinRows(): Double

     Definition Classes

     H2OGBMParams

112.  def getMinSplitImprovement(): Double

     Definition Classes

     H2OGBMParams

113.  def getModelId(): String

     Definition Classes

     H2OGBMParams

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

     Definition Classes

     HasMonotoneConstraints

115.  def getNbins(): Int

     Definition Classes

     H2OGBMParams

116.  def getNbinsCats(): Int

     Definition Classes

     H2OGBMParams

117.  def getNbinsTopLevel(): Int

     Definition Classes

     H2OGBMParams

118.  def getNfolds(): Int

     Definition Classes

     H2OGBMParams

119.  def getNtrees(): Int

     Definition Classes

     H2OGBMParams

120.  def getOffsetCol(): String

     Definition Classes

     H2OGBMParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

123.  def getPredNoiseBandwidth(): Double

     Definition Classes

     H2OGBMParams

124.  def getPredictionCol(): String

     Definition Classes

     H2OAlgorithmMOJOParams

125.  def getQuantileAlpha(): Double

     Definition Classes

     H2OGBMParams

126.  def getSampleRate(): Double

     Definition Classes

     H2OGBMParams

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

     Definition Classes

     H2OGBMParams

128.  def getScoreEachIteration(): Boolean

     Definition Classes

     H2OGBMParams

129.  def getScoreTreeInterval(): Int

     Definition Classes

     H2OGBMParams

130.  def getSeed(): Long

     Definition Classes

     H2OGBMParams

131.  def getSplitRatio(): Double

     Definition Classes

     H2OCommonParams

132.  def getStoppingMetric(): String

     Definition Classes

     H2OGBMParams

133.  def getStoppingRounds(): Int

     Definition Classes

     H2OGBMParams

134.  def getStoppingTolerance(): Double

     Definition Classes

     H2OGBMParams

135.  def getTweediePower(): Double

     Definition Classes

     H2OGBMParams

136.  def getValidationDataFrame(): DataFrame

     Definition Classes

     H2OCommonParams

137.  def getWeightCol(): String

     Definition Classes

     H2OGBMParams

138.  def getWithContributions(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

139.  def getWithLeafNodeAssignments(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

140.  def getWithStageResults(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

143.  def hashCode(): Int

     Definition Classes

     AnyRef → Any

     Annotations

     @native()

144.  val histogramType: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGBMParams

145.  val huberAlpha: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

146.  val ignoreConstCols: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

147.  val inTrainingCheckpointsDir: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

148.  val inTrainingCheckpointsTreeInterval: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     RestCommunication

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

     Definition Classes

     RestCommunication

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

155.  val interactionConstraints: NullableStringArrayArrayParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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

     Definition Classes

     Params

157.  final def isInstanceOf[T0]: Boolean

     Definition Classes

     Any

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     Params

160.  def isTraceEnabled(): Boolean

     Attributes

     protected

     Definition Classes

     Logging

161.  final val keepBinaryModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

162.  val keepCrossValidationFoldAssignment: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

163.  val keepCrossValidationModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

164.  val keepCrossValidationPredictions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

165.  val labelCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGBMParams

166.  val learnRate: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

167.  val learnRateAnnealing: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

168.  def log: Logger

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

175.  def logName: String

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

181.  val maxAbsLeafnodePred: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

182.  val maxAfterBalanceSize: FloatParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

183.  val maxConfusionMatrixSize: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

184.  val maxDepth: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

185.  val maxRuntimeSecs: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

186.  val minRows: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

187.  val minSplitImprovement: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

188.  val modelId: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

189.  val nbins: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

190.  val nbinsCats: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

191.  val nbinsTopLevel: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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

     Definition Classes

     AnyRef

193.  val nfolds: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

194.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

195.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

196.  val ntrees: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

206.  val offsetCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

208.  def paramTag: ClassTag[GBMParameters]

     Attributes

     protected

     Definition Classes

     H2OGBMParams

209.  var parameters: GBMParameters

     Attributes

     protected

     Definition Classes

     H2OEstimator

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

     Definition Classes

     Params

211.  val predNoiseBandwidth: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

212.  final val predictionCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

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

     Attributes

     protected

     Definition Classes

     DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

214.  val quantileAlpha: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

215.  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

216.  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

217.  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

218.  val sampleRate: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

219.  val sampleRatePerClass: NullableDoubleArrayParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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

     Definition Classes

     H2OAlgoCommonUtils

221.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

222.  val scoreEachIteration: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

223.  val scoreTreeInterval: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

224.  val seed: LongParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

225.  final def set(paramPair: ParamPair[_]): H2OGBMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

226.  final def set(param: String, value: Any): H2OGBMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

227.  final def set[T](param: Param[T], value: T): H2OGBMClassifier.this.type

     Definition Classes

     Params

228.  def setAucType(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

229.  def setBalanceClasses(value: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

230.  def setBuildTreeOneNode(value: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

231.  def setCalibrateModel(value: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

232.  def setCalibrationDataFrame(value: DataFrame): H2OGBMClassifier.this.type

     Definition Classes

     HasCalibrationDataFrame

233.  def setCalibrationMethod(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

234.  def setCategoricalEncoding(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

235.  def setCheckConstantResponse(value: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

236.  def setClassSamplingFactors(value: Array[Float]): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

237.  def setColSampleRate(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

238.  def setColSampleRateChangePerLevel(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

239.  def setColSampleRatePerTree(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

240.  def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGBMClassifier.this.type

     Definition Classes

     H2OCommonParams

241.  def setColumnsToCategorical(columns: Array[String]): H2OGBMClassifier.this.type

     Definition Classes

     H2OCommonParams

242.  def setColumnsToCategorical(first: String, others: String*): H2OGBMClassifier.this.type

     Definition Classes

     H2OCommonParams

243.  def setConvertInvalidNumbersToNa(value: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OCommonParams

244.  def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OCommonParams

245.  def setCustomDistributionFunc(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

246.  def setCustomMetricFunc(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

247.  def setDataFrameSerializer(fullClassName: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OBaseMOJOParams

248.  final def setDefault(paramPairs: ParamPair[_]*): H2OGBMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

249.  final def setDefault[T](param: Param[T], value: T): H2OGBMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

250.  def setDetailedPredictionCol(columnName: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

251.  def setDistribution(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

252.  def setExportCheckpointsDir(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

253.  def setFeaturesCol(first: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

254.  def setFeaturesCols(columnNames: ArrayList[String]): H2OGBMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

255.  def setFeaturesCols(columnNames: Array[String]): H2OGBMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

256.  def setFeaturesCols(first: String, others: String*): H2OGBMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

257.  def setFoldAssignment(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

258.  def setFoldCol(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

259.  def setGainsliftBins(value: Int): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

260.  def setHistogramType(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

261.  def setHuberAlpha(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

262.  def setIgnoreConstCols(value: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

263.  def setIgnoredCols(value: Array[String]): H2OGBMClassifier.this.type

     Definition Classes

     HasIgnoredCols

264.  def setInTrainingCheckpointsDir(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

265.  def setInTrainingCheckpointsTreeInterval(value: Int): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

266.  def setInteractionConstraints(value: Array[Array[String]]): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

267.  def setKeepBinaryModels(value: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OCommonParams

268.  def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

269.  def setKeepCrossValidationModels(value: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

270.  def setKeepCrossValidationPredictions(value: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

271.  def setLabelCol(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

272.  def setLearnRate(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

273.  def setLearnRateAnnealing(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

274.  def setMaxAbsLeafnodePred(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

275.  def setMaxAfterBalanceSize(value: Float): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

276.  def setMaxConfusionMatrixSize(value: Int): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

277.  def setMaxDepth(value: Int): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

278.  def setMaxRuntimeSecs(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

279.  def setMinRows(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

280.  def setMinSplitImprovement(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

281.  def setModelId(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

282.  def setMonotoneConstraints(value: Map[String, Double]): H2OGBMClassifier.this.type

     Definition Classes

     HasMonotoneConstraints

283.  def setNbins(value: Int): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

284.  def setNbinsCats(value: Int): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

285.  def setNbinsTopLevel(value: Int): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

286.  def setNfolds(value: Int): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

287.  def setNtrees(value: Int): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

288.  def setOffsetCol(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

289.  def setPredNoiseBandwidth(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

290.  def setPredictionCol(columnName: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

291.  def setQuantileAlpha(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

292.  def setSampleRate(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

293.  def setSampleRatePerClass(value: Array[Double]): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

294.  def setScoreEachIteration(value: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

295.  def setScoreTreeInterval(value: Int): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

296.  def setSeed(value: Long): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

297.  def setSplitRatio(ratio: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OCommonParams

298.  def setStoppingMetric(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

299.  def setStoppingRounds(value: Int): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

300.  def setStoppingTolerance(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

301.  def setTweediePower(value: Double): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

302.  def setValidationDataFrame(dataFrame: DataFrame): H2OGBMClassifier.this.type

     Definition Classes

     H2OCommonParams

303.  def setWeightCol(value: String): H2OGBMClassifier.this.type

     Definition Classes

     H2OGBMParams

304.  def setWithContributions(enabled: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

305.  def setWithLeafNodeAssignments(enabled: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

306.  def setWithStageResults(enabled: Boolean): H2OGBMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

307.  final val splitRatio: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

308.  val stoppingMetric: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGBMParams

309.  val stoppingRounds: IntParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

310.  val stoppingTolerance: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     AnyRef

320.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Definition Classes

     H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

325.  val tweediePower: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

326.  val uid: String

     Definition Classes

     H2OGBMClassifier → H2OGBM → Identifiable

327.  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

328.  final val validationDataFrame: NonSerializableNullableDataFrameParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

329.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

332.  val weightCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGBMParams

333.  final val withContributions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

334.  final val withLeafNodeAssignments: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

335.  final val withStageResults: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

336.  def write: MLWriter

     Definition Classes

     DefaultParamsWritable → MLWritable

337.  object LoggingLevel extends Enumeration

     Definition Classes

     RestCommunication