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

   H2OXGBoostParams

7.  val backend: Param[String]

   Attributes

   protected

   Definition Classes

   H2OXGBoostParams

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 booster: Param[String]

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

11.  val buildTreeOneNode: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

12.  val calibrateModel: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

13.  val calibrationMethod: Param[String]

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

14.  val categoricalEncoding: Param[String]

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

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

    Definition Classes

    RestCommunication

16.  final def clear(param: Param[_]): H2OXGBoost.this.type

    Definition Classes

    Params

17.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

18.  val colSampleByLevel: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

19.  val colSampleByNode: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

20.  val colSampleByTree: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

21.  val colSampleRate: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

22.  val colSampleRatePerTree: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

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): H2OXGBoost.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.  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

    H2OXGBoostParams

41.  val dmatrixType: Param[String]

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

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.  val eta: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

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

    Definition Classes

    Params

50.  def explainParams(): String

    Definition Classes

    Params

51.  val exportCheckpointsDir: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

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[_]): H2OXGBoostMOJOModel

    Definition Classes

    H2OXGBoost → H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

57.  def fit(dataset: Dataset[_], paramMaps: Array[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

    H2OXGBoostParams

62.  val foldCol: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

63.  val gainsliftBins: IntParam

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

64.  val gamma: FloatParam

    Attributes

    protected

    Definition Classes

    H2OXGBoostParams

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

    Definition Classes

    Params

66.  def getAucType(): String

    Definition Classes

    H2OXGBoostParams

67.  def getBackend(): String

    Definition Classes

    H2OXGBoostParams

68.  def getBinaryModel(): H2OBinaryModel

    Definition Classes

    H2OAlgoCommonUtils

69.  def getBooster(): String

    Definition Classes

    H2OXGBoostParams

70.  def getBuildTreeOneNode(): Boolean

    Definition Classes

    H2OXGBoostParams

71.  def getCalibrateModel(): Boolean

    Definition Classes

    H2OXGBoostParams

72.  def getCalibrationDataFrame(): DataFrame

    Definition Classes

    HasCalibrationDataFrame

73.  def getCalibrationMethod(): String

    Definition Classes

    H2OXGBoostParams

74.  def getCategoricalEncoding(): String

    Definition Classes

    H2OXGBoostParams

75.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

76.  def getColSampleByLevel(): Double

    Definition Classes

    H2OXGBoostParams

77.  def getColSampleByNode(): Double

    Definition Classes

    H2OXGBoostParams

78.  def getColSampleByTree(): Double

    Definition Classes

    H2OXGBoostParams

79.  def getColSampleRate(): Double

    Definition Classes

    H2OXGBoostParams

80.  def getColSampleRatePerTree(): Double

    Definition Classes

    H2OXGBoostParams

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

    Definition Classes

    H2OCommonParams

82.  def getConvertInvalidNumbersToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

83.  def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

84.  def getDataFrameSerializer(): String

    Definition Classes

    HasDataFrameSerializer

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

    Definition Classes

    Params

86.  def getDetailedPredictionCol(): String

    Definition Classes

    H2OAlgorithmMOJOParams

87.  def getDistribution(): String

    Definition Classes

    H2OXGBoostParams

88.  def getDmatrixType(): String

    Definition Classes

    H2OXGBoostParams

89.  def getEta(): Double

    Definition Classes

    H2OXGBoostParams

90.  def getExportCheckpointsDir(): String

    Definition Classes

    H2OXGBoostParams

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

    Definition Classes

    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

92.  def getFoldAssignment(): String

    Definition Classes

    H2OXGBoostParams

93.  def getFoldCol(): String

    Definition Classes

    H2OXGBoostParams

94.  def getGainsliftBins(): Int

    Definition Classes

    H2OXGBoostParams

95.  def getGamma(): Float

    Definition Classes

    H2OXGBoostParams

96.  def getGpuId(): Array[Int]

    Definition Classes

    H2OXGBoostParams

97.  def getGrowPolicy(): String

    Definition Classes

    H2OXGBoostParams

98.  def getIgnoreConstCols(): Boolean

    Definition Classes

    H2OXGBoostParams

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

    Definition Classes

    HasIgnoredCols

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

     Definition Classes

     H2OXGBoostParams

101.  def getKeepBinaryModels(): Boolean

     Definition Classes

     H2OCommonParams

102.  def getKeepCrossValidationFoldAssignment(): Boolean

     Definition Classes

     H2OXGBoostParams

103.  def getKeepCrossValidationModels(): Boolean

     Definition Classes

     H2OXGBoostParams

104.  def getKeepCrossValidationPredictions(): Boolean

     Definition Classes

     H2OXGBoostParams

105.  def getLabelCol(): String

     Definition Classes

     H2OXGBoostParams

106.  def getLearnRate(): Double

     Definition Classes

     H2OXGBoostParams

107.  def getMaxAbsLeafnodePred(): Float

     Definition Classes

     H2OXGBoostParams

108.  def getMaxBins(): Int

     Definition Classes

     H2OXGBoostParams

109.  def getMaxDeltaStep(): Float

     Definition Classes

     H2OXGBoostParams

110.  def getMaxDepth(): Int

     Definition Classes

     H2OXGBoostParams

111.  def getMaxLeaves(): Int

     Definition Classes

     H2OXGBoostParams

112.  def getMaxRuntimeSecs(): Double

     Definition Classes

     H2OXGBoostParams

113.  def getMinChildWeight(): Double

     Definition Classes

     H2OXGBoostParams

114.  def getMinRows(): Double

     Definition Classes

     H2OXGBoostParams

115.  def getMinSplitImprovement(): Float

     Definition Classes

     H2OXGBoostParams

116.  def getModelId(): String

     Definition Classes

     H2OXGBoostParams

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

     Definition Classes

     HasMonotoneConstraints

118.  def getNfolds(): Int

     Definition Classes

     H2OXGBoostParams

119.  def getNormalizeType(): String

     Definition Classes

     H2OXGBoostParams

120.  def getNthread(): Int

     Definition Classes

     H2OXGBoostParams

121.  def getNtrees(): Int

     Definition Classes

     H2OXGBoostParams

122.  def getOffsetCol(): String

     Definition Classes

     H2OXGBoostParams

123.  def getOneDrop(): Boolean

     Definition Classes

     H2OXGBoostParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

126.  def getPredictionCol(): String

     Definition Classes

     H2OAlgorithmMOJOParams

127.  def getQuietMode(): Boolean

     Definition Classes

     H2OXGBoostParams

128.  def getRateDrop(): Float

     Definition Classes

     H2OXGBoostParams

129.  def getRegAlpha(): Float

     Definition Classes

     H2OXGBoostParams

130.  def getRegLambda(): Float

     Definition Classes

     H2OXGBoostParams

131.  def getSampleRate(): Double

     Definition Classes

     H2OXGBoostParams

132.  def getSampleType(): String

     Definition Classes

     H2OXGBoostParams

133.  def getSaveMatrixDirectory(): String

     Definition Classes

     H2OXGBoostParams

134.  def getScalePosWeight(): Float

     Definition Classes

     H2OXGBoostParams

135.  def getScoreEachIteration(): Boolean

     Definition Classes

     H2OXGBoostParams

136.  def getScoreTreeInterval(): Int

     Definition Classes

     H2OXGBoostParams

137.  def getSeed(): Long

     Definition Classes

     H2OXGBoostParams

138.  def getSkipDrop(): Float

     Definition Classes

     H2OXGBoostParams

139.  def getSplitRatio(): Double

     Definition Classes

     H2OCommonParams

140.  def getStoppingMetric(): String

     Definition Classes

     H2OXGBoostParams

141.  def getStoppingRounds(): Int

     Definition Classes

     H2OXGBoostParams

142.  def getStoppingTolerance(): Double

     Definition Classes

     H2OXGBoostParams

143.  def getSubsample(): Double

     Definition Classes

     H2OXGBoostParams

144.  def getTreeMethod(): String

     Definition Classes

     H2OXGBoostParams

145.  def getTweediePower(): Double

     Definition Classes

     H2OXGBoostParams

146.  def getValidationDataFrame(): DataFrame

     Definition Classes

     H2OCommonParams

147.  def getWeightCol(): String

     Definition Classes

     H2OXGBoostParams

148.  def getWithContributions(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

149.  def getWithLeafNodeAssignments(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

150.  def getWithStageResults(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

151.  val gpuId: NullableIntArrayParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

152.  val growPolicy: Param[String]

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

155.  def hashCode(): Int

     Definition Classes

     AnyRef → Any

     Annotations

     @native()

156.  val ignoreConstCols: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     RestCommunication

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

     Definition Classes

     RestCommunication

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

163.  val interactionConstraints: NullableStringArrayArrayParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

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

     Definition Classes

     Params

165.  final def isInstanceOf[T0]: Boolean

     Definition Classes

     Any

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     Params

168.  def isTraceEnabled(): Boolean

     Attributes

     protected

     Definition Classes

     Logging

169.  final val keepBinaryModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

170.  val keepCrossValidationFoldAssignment: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

171.  val keepCrossValidationModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

172.  val keepCrossValidationPredictions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

173.  val labelCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

174.  val learnRate: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

175.  def log: Logger

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

182.  def logName: String

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

188.  val maxAbsLeafnodePred: FloatParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

189.  val maxBins: IntParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

190.  val maxDeltaStep: FloatParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

191.  val maxDepth: IntParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

192.  val maxLeaves: IntParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

193.  val maxRuntimeSecs: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

194.  val minChildWeight: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

195.  val minRows: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

196.  val minSplitImprovement: FloatParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

197.  val modelId: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

198.  final val namedMojoOutputColumns: Param[Boolean]

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

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

     Definition Classes

     AnyRef

200.  val nfolds: IntParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

201.  val normalizeType: Param[String]

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

202.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

203.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

204.  val nthread: IntParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

205.  val ntrees: IntParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

215.  val offsetCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

216.  val oneDrop: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

218.  def paramTag: ClassTag[XGBoostParameters]

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

219.  var parameters: XGBoostParameters

     Attributes

     protected

     Definition Classes

     H2OEstimator

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

     Definition Classes

     Params

221.  final val predictionCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

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

     Attributes

     protected

     Definition Classes

     DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

223.  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

224.  val quietMode: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

225.  val rateDrop: FloatParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

226.  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

227.  val regAlpha: FloatParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

228.  val regLambda: FloatParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

229.  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

230.  val sampleRate: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

231.  val sampleType: Param[String]

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

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

     Definition Classes

     H2OAlgoCommonUtils

233.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

234.  val saveMatrixDirectory: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

235.  val scalePosWeight: FloatParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

236.  val scoreEachIteration: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

237.  val scoreTreeInterval: IntParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

238.  val seed: LongParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

239.  final def set(paramPair: ParamPair[_]): H2OXGBoost.this.type

     Attributes

     protected

     Definition Classes

     Params

240.  final def set(param: String, value: Any): H2OXGBoost.this.type

     Attributes

     protected

     Definition Classes

     Params

241.  final def set[T](param: Param[T], value: T): H2OXGBoost.this.type

     Definition Classes

     Params

242.  def setAucType(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

243.  def setBackend(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

244.  def setBooster(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

245.  def setBuildTreeOneNode(value: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

246.  def setCalibrateModel(value: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

247.  def setCalibrationDataFrame(value: DataFrame): H2OXGBoost.this.type

     Definition Classes

     HasCalibrationDataFrame

248.  def setCalibrationMethod(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

249.  def setCategoricalEncoding(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

250.  def setColSampleByLevel(value: Double): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

251.  def setColSampleByNode(value: Double): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

252.  def setColSampleByTree(value: Double): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

253.  def setColSampleRate(value: Double): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

254.  def setColSampleRatePerTree(value: Double): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

255.  def setColumnsToCategorical(columnNames: ArrayList[String]): H2OXGBoost.this.type

     Definition Classes

     H2OCommonParams

256.  def setColumnsToCategorical(columns: Array[String]): H2OXGBoost.this.type

     Definition Classes

     H2OCommonParams

257.  def setColumnsToCategorical(first: String, others: String*): H2OXGBoost.this.type

     Definition Classes

     H2OCommonParams

258.  def setConvertInvalidNumbersToNa(value: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OCommonParams

259.  def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OCommonParams

260.  def setDataFrameSerializer(fullClassName: String): H2OXGBoost.this.type

     Definition Classes

     H2OBaseMOJOParams

261.  final def setDefault(paramPairs: ParamPair[_]*): H2OXGBoost.this.type

     Attributes

     protected

     Definition Classes

     Params

262.  final def setDefault[T](param: Param[T], value: T): H2OXGBoost.this.type

     Attributes

     protected

     Definition Classes

     Params

263.  def setDetailedPredictionCol(columnName: String): H2OXGBoost.this.type

     Definition Classes

     H2OAlgorithmCommonParams

264.  def setDistribution(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

265.  def setDmatrixType(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

266.  def setEta(value: Double): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

267.  def setExportCheckpointsDir(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

268.  def setFeaturesCol(first: String): H2OXGBoost.this.type

     Definition Classes

     H2OAlgorithmCommonParams

269.  def setFeaturesCols(columnNames: ArrayList[String]): H2OXGBoost.this.type

     Definition Classes

     H2OAlgorithmCommonParams

270.  def setFeaturesCols(columnNames: Array[String]): H2OXGBoost.this.type

     Definition Classes

     H2OAlgorithmCommonParams

271.  def setFeaturesCols(first: String, others: String*): H2OXGBoost.this.type

     Definition Classes

     H2OAlgorithmCommonParams

272.  def setFoldAssignment(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

273.  def setFoldCol(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

274.  def setGainsliftBins(value: Int): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

275.  def setGamma(value: Float): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

276.  def setGpuId(value: Array[Int]): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

277.  def setGrowPolicy(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

278.  def setIgnoreConstCols(value: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

279.  def setIgnoredCols(value: Array[String]): H2OXGBoost.this.type

     Definition Classes

     HasIgnoredCols

280.  def setInteractionConstraints(value: Array[Array[String]]): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

281.  def setKeepBinaryModels(value: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OCommonParams

282.  def setKeepCrossValidationFoldAssignment(value: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

283.  def setKeepCrossValidationModels(value: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

284.  def setKeepCrossValidationPredictions(value: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

285.  def setLabelCol(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

286.  def setLearnRate(value: Double): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

287.  def setMaxAbsLeafnodePred(value: Float): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

288.  def setMaxBins(value: Int): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

289.  def setMaxDeltaStep(value: Float): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

290.  def setMaxDepth(value: Int): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

291.  def setMaxLeaves(value: Int): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

292.  def setMaxRuntimeSecs(value: Double): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

293.  def setMinChildWeight(value: Double): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

294.  def setMinRows(value: Double): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

295.  def setMinSplitImprovement(value: Float): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

296.  def setModelId(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

297.  def setMonotoneConstraints(value: Map[String, Double]): H2OXGBoost.this.type

     Definition Classes

     HasMonotoneConstraints

298.  def setNamedMojoOutputColumns(value: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OAlgorithmCommonParams

     Annotations

     @DeprecatedMethod( x$2 , x$1 )

299.  def setNfolds(value: Int): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

300.  def setNormalizeType(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

301.  def setNthread(value: Int): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

302.  def setNtrees(value: Int): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

303.  def setOffsetCol(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

304.  def setOneDrop(value: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

305.  def setPredictionCol(columnName: String): H2OXGBoost.this.type

     Definition Classes

     H2OAlgorithmCommonParams

306.  def setQuietMode(value: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

307.  def setRateDrop(value: Float): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

308.  def setRegAlpha(value: Float): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

309.  def setRegLambda(value: Float): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

310.  def setSampleRate(value: Double): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

311.  def setSampleType(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

312.  def setSaveMatrixDirectory(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

313.  def setScalePosWeight(value: Float): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

314.  def setScoreEachIteration(value: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

315.  def setScoreTreeInterval(value: Int): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

316.  def setSeed(value: Long): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

317.  def setSkipDrop(value: Float): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

318.  def setSplitRatio(ratio: Double): H2OXGBoost.this.type

     Definition Classes

     H2OCommonParams

319.  def setStoppingMetric(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

320.  def setStoppingRounds(value: Int): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

321.  def setStoppingTolerance(value: Double): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

322.  def setSubsample(value: Double): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

323.  def setTreeMethod(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

324.  def setTweediePower(value: Double): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

325.  def setValidationDataFrame(dataFrame: DataFrame): H2OXGBoost.this.type

     Definition Classes

     H2OCommonParams

326.  def setWeightCol(value: String): H2OXGBoost.this.type

     Definition Classes

     H2OXGBoostParams

327.  def setWithContributions(enabled: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OAlgorithmCommonParams

328.  def setWithLeafNodeAssignments(enabled: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OAlgorithmCommonParams

329.  def setWithStageResults(enabled: Boolean): H2OXGBoost.this.type

     Definition Classes

     H2OAlgorithmCommonParams

330.  val skipDrop: FloatParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

331.  final val splitRatio: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

332.  val stoppingMetric: Param[String]

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

333.  val stoppingRounds: IntParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

334.  val stoppingTolerance: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

343.  val subsample: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

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

     Definition Classes

     AnyRef

345.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Definition Classes

     H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

350.  val treeMethod: Param[String]

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

351.  val tweediePower: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

352.  val uid: String

     Definition Classes

     H2OXGBoost → Identifiable

353.  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

354.  final val validationDataFrame: NonSerializableNullableDataFrameParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

355.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

358.  val weightCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OXGBoostParams

359.  final val withContributions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

360.  final val withLeafNodeAssignments: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

361.  final val withStageResults: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

362.  def write: MLWriter

     Definition Classes

     DefaultParamsWritable → MLWritable

363.  object LoggingLevel extends Enumeration

     Definition Classes

     RestCommunication