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.  val alphaValue: NullableDoubleArrayParam

   Attributes

   protected

   Definition Classes

   H2OGLMParams

6.  final def asInstanceOf[T0]: T0

   Definition Classes

   Any

7.  val aucType: Param[String]

   Attributes

   protected

   Definition Classes

   H2OGLMParams

8.  val balanceClasses: BooleanParam

   Attributes

   protected

   Definition Classes

   H2OGLMParams

9.  val betaEpsilon: DoubleParam

   Attributes

   protected

   Definition Classes

   H2OGLMParams

10.  val binaryModel: Option[H2OBinaryModel]

    Attributes

    protected

    Definition Classes

    H2OAlgoCommonUtils

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

12.  val buildNullModel: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

13.  val calcLike: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

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

    Definition Classes

    RestCommunication

15.  val checkpoint: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

16.  val classSamplingFactors: NullableFloatArrayParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

17.  final def clear(param: Param[_]): H2OGLMRegressor.this.type

    Definition Classes

    Params

18.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

19.  val coldStart: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

20.  final val columnsToCategorical: StringArrayParam

    Attributes

    protected

    Definition Classes

    H2OCommonParams

21.  val computePValues: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

22.  val constraintAlpha: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

23.  val constraintBeta: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

24.  val constraintC0: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

25.  val constraintEta0: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

26.  val constraintTau: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

29.  final val convertInvalidNumbersToNa: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

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

    Attributes

    protected

    Definition Classes

    EstimatorCommonUtils

32.  final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

34.  def copy(extra: ParamMap): H2OGLMRegressor.this.type

    Definition Classes

    H2OEstimator → Estimator → PipelineStage → Params

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

    Attributes

    protected

    Definition Classes

    Params

36.  def createMOJOSettings(): H2OMOJOSettings

    Attributes

    protected

    Definition Classes

    H2OAlgorithm → H2OEstimator

37.  def createMOJOUID(): String

    Attributes

    protected

    Definition Classes

    H2OEstimator

38.  val customMetricFunc: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

39.  final val dataFrameSerializer: Param[String]

    Attributes

    protected

    Definition Classes

    HasDataFrameSerializer

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

    Attributes

    protected

    Definition Classes

    Params

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

    Attributes

    protected

    Definition Classes

    RestCommunication

42.  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

43.  final val detailedPredictionCol: Param[String]

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

44.  val dispersionEpsilon: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

45.  val dispersionLearningRate: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

46.  val dispersionParameterMethod: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGLMParams

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    RestCommunication

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

    Attributes

    protected

    Definition Classes

    RestCommunication

51.  val earlyStopping: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

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

    Definition Classes

    AnyRef

53.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

55.  def explainParams(): String

    Definition Classes

    Params

56.  val exportCheckpointsDir: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

57.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

59.  val family: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGLMParams

60.  final val featuresCols: StringArrayParam

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

61.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

62.  def fit(dataset: Dataset[_]): H2OGLMMOJOModel

    Definition Classes

    H2OGLM → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

66.  val fixDispersionParameter: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

67.  val fixTweedieVariancePower: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

69.  val foldAssignment: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGLMParams

70.  val foldCol: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

71.  val gainsliftBins: IntParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

72.  val generateScoringHistory: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

73.  val generateVariableInflationFactors: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

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

    Definition Classes

    Params

75.  def getAlphaValue(): Array[Double]

    Definition Classes

    H2OGLMParams

76.  def getAucType(): String

    Definition Classes

    H2OGLMParams

77.  def getBalanceClasses(): Boolean

    Definition Classes

    H2OGLMParams

78.  def getBetaConstraints(): DataFrame

    Definition Classes

    HasBetaConstraints

79.  def getBetaEpsilon(): Double

    Definition Classes

    H2OGLMParams

80.  def getBinaryModel(): H2OBinaryModel

    Definition Classes

    H2OAlgoCommonUtils

81.  def getBuildNullModel(): Boolean

    Definition Classes

    H2OGLMParams

82.  def getCalcLike(): Boolean

    Definition Classes

    H2OGLMParams

83.  def getCheckpoint(): String

    Definition Classes

    H2OGLMParams

84.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Definition Classes

    H2OGLMParams

86.  def getColdStart(): Boolean

    Definition Classes

    H2OGLMParams

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

    Definition Classes

    H2OCommonParams

88.  def getComputePValues(): Boolean

    Definition Classes

    H2OGLMParams

89.  def getConstraintAlpha(): Double

    Definition Classes

    H2OGLMParams

90.  def getConstraintBeta(): Double

    Definition Classes

    H2OGLMParams

91.  def getConstraintC0(): Double

    Definition Classes

    H2OGLMParams

92.  def getConstraintEta0(): Double

    Definition Classes

    H2OGLMParams

93.  def getConstraintTau(): Double

    Definition Classes

    H2OGLMParams

94.  def getConvertInvalidNumbersToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

95.  def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

96.  def getCustomMetricFunc(): String

    Definition Classes

    H2OGLMParams

97.  def getDataFrameSerializer(): String

    Definition Classes

    HasDataFrameSerializer

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

    Definition Classes

    Params

99.  def getDetailedPredictionCol(): String

    Definition Classes

    H2OAlgorithmMOJOParams

100.  def getDispersionEpsilon(): Double

     Definition Classes

     H2OGLMParams

101.  def getDispersionLearningRate(): Double

     Definition Classes

     H2OGLMParams

102.  def getDispersionParameterMethod(): String

     Definition Classes

     H2OGLMParams

103.  def getEarlyStopping(): Boolean

     Definition Classes

     H2OGLMParams

104.  def getExportCheckpointsDir(): String

     Definition Classes

     H2OGLMParams

105.  def getFamily(): String

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

107.  def getFixDispersionParameter(): Boolean

     Definition Classes

     H2OGLMParams

108.  def getFixTweedieVariancePower(): Boolean

     Definition Classes

     H2OGLMParams

109.  def getFoldAssignment(): String

     Definition Classes

     H2OGLMParams

110.  def getFoldCol(): String

     Definition Classes

     H2OGLMParams

111.  def getGainsliftBins(): Int

     Definition Classes

     H2OGLMParams

112.  def getGenerateScoringHistory(): Boolean

     Definition Classes

     H2OGLMParams

113.  def getGenerateVariableInflationFactors(): Boolean

     Definition Classes

     H2OGLMParams

114.  def getGradientEpsilon(): Double

     Definition Classes

     H2OGLMParams

115.  def getIgnoreConstCols(): Boolean

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     HasIgnoredCols

117.  def getInfluence(): String

     Definition Classes

     H2OGLMParams

118.  def getInitDispersionParameter(): Double

     Definition Classes

     H2OGLMParams

119.  def getInitOptimalGlm(): Boolean

     Definition Classes

     H2OGLMParams

120.  def getInteractionPairs(): Array[(String, String)]

     Definition Classes

     HasInteractionPairs

121.  def getInteractions(): Array[String]

     Definition Classes

     H2OGLMParams

122.  def getIntercept(): Boolean

     Definition Classes

     H2OGLMParams

123.  def getKeepBinaryModels(): Boolean

     Definition Classes

     H2OCommonParams

124.  def getKeepCrossValidationFoldAssignment(): Boolean

     Definition Classes

     H2OGLMParams

125.  def getKeepCrossValidationModels(): Boolean

     Definition Classes

     H2OGLMParams

126.  def getKeepCrossValidationPredictions(): Boolean

     Definition Classes

     H2OGLMParams

127.  def getLabelCol(): String

     Definition Classes

     H2OGLMParams

128.  def getLambdaMinRatio(): Double

     Definition Classes

     H2OGLMParams

129.  def getLambdaSearch(): Boolean

     Definition Classes

     H2OGLMParams

130.  def getLambdaValue(): Array[Double]

     Definition Classes

     H2OGLMParams

131.  def getLinearConstraints(): DataFrame

     Definition Classes

     HasLinearConstraints

132.  def getLink(): String

     Definition Classes

     H2OGLMParams

133.  def getMaxActivePredictors(): Int

     Definition Classes

     H2OGLMParams

134.  def getMaxAfterBalanceSize(): Float

     Definition Classes

     H2OGLMParams

135.  def getMaxConfusionMatrixSize(): Int

     Definition Classes

     H2OGLMParams

136.  def getMaxIterations(): Int

     Definition Classes

     H2OGLMParams

137.  def getMaxIterationsDispersion(): Int

     Definition Classes

     H2OGLMParams

138.  def getMaxRuntimeSecs(): Double

     Definition Classes

     H2OGLMParams

139.  def getMissingValuesHandling(): String

     Definition Classes

     H2OGLMParams

140.  def getModelId(): String

     Definition Classes

     H2OGLMParams

141.  def getNfolds(): Int

     Definition Classes

     H2OGLMParams

142.  def getNlambdas(): Int

     Definition Classes

     H2OGLMParams

143.  def getNonNegative(): Boolean

     Definition Classes

     H2OGLMParams

144.  def getObjReg(): Double

     Definition Classes

     H2OGLMParams

145.  def getObjectiveEpsilon(): Double

     Definition Classes

     H2OGLMParams

146.  def getOffsetCol(): String

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

149.  def getPlugValues(): Map[String, Any]

     Definition Classes

     HasPlugValues

150.  def getPredictionCol(): String

     Definition Classes

     H2OAlgorithmMOJOParams

151.  def getPrior(): Double

     Definition Classes

     H2OGLMParams

152.  def getRandomCols(): Array[String]

     Definition Classes

     HasRandomCols

153.  def getRemoveCollinearCols(): Boolean

     Definition Classes

     H2OGLMParams

154.  def getScoreEachIteration(): Boolean

     Definition Classes

     H2OGLMParams

155.  def getScoreIterationInterval(): Int

     Definition Classes

     H2OGLMParams

156.  def getSeed(): Long

     Definition Classes

     H2OGLMParams

157.  def getSeparateLinearBeta(): Boolean

     Definition Classes

     H2OGLMParams

158.  def getSolver(): String

     Definition Classes

     H2OGLMParams

159.  def getSplitRatio(): Double

     Definition Classes

     H2OCommonParams

160.  def getStandardize(): Boolean

     Definition Classes

     H2OGLMParams

161.  def getStartval(): Array[Double]

     Definition Classes

     H2OGLMParams

162.  def getStoppingMetric(): String

     Definition Classes

     H2OGLMParams

163.  def getStoppingRounds(): Int

     Definition Classes

     H2OGLMParams

164.  def getStoppingTolerance(): Double

     Definition Classes

     H2OGLMParams

165.  def getTheta(): Double

     Definition Classes

     H2OGLMParams

166.  def getTweedieEpsilon(): Double

     Definition Classes

     H2OGLMParams

167.  def getTweedieLinkPower(): Double

     Definition Classes

     H2OGLMParams

168.  def getTweedieVariancePower(): Double

     Definition Classes

     H2OGLMParams

169.  def getValidationDataFrame(): DataFrame

     Definition Classes

     H2OCommonParams

170.  def getWeightCol(): String

     Definition Classes

     H2OGLMParams

171.  def getWithContributions(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

172.  def getWithLeafNodeAssignments(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

173.  def getWithStageResults(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

174.  val gradientEpsilon: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

177.  def hashCode(): Int

     Definition Classes

     AnyRef → Any

     Annotations

     @native()

178.  val ignoreConstCols: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

179.  val influence: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

180.  val initDispersionParameter: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

181.  val initOptimalGlm: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     RestCommunication

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

     Definition Classes

     RestCommunication

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

188.  val interactions: NullableStringArrayParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

189.  val intercept: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     Params

191.  final def isInstanceOf[T0]: Boolean

     Definition Classes

     Any

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     Params

194.  def isTraceEnabled(): Boolean

     Attributes

     protected

     Definition Classes

     Logging

195.  final val keepBinaryModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

196.  val keepCrossValidationFoldAssignment: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

197.  val keepCrossValidationModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

198.  val keepCrossValidationPredictions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

199.  val labelCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGLMParams

200.  val lambdaMinRatio: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

201.  val lambdaSearch: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

202.  val lambdaValue: NullableDoubleArrayParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

203.  val link: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGLMParams

204.  def log: Logger

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

211.  def logName: String

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

217.  val maxActivePredictors: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

218.  val maxAfterBalanceSize: FloatParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

219.  val maxConfusionMatrixSize: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

220.  val maxIterations: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

221.  val maxIterationsDispersion: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

222.  val maxRuntimeSecs: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

223.  val missingValuesHandling: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGLMParams

224.  val modelId: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     AnyRef

226.  val nfolds: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

227.  val nlambdas: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

228.  val nonNegative: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

229.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

230.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

240.  val objReg: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

241.  val objectiveEpsilon: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

242.  val offsetCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

244.  def paramTag: ClassTag[GLMParameters]

     Attributes

     protected

     Definition Classes

     H2OGLMParams

245.  var parameters: GLMParameters

     Attributes

     protected

     Definition Classes

     H2OEstimator

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

     Definition Classes

     Params

247.  final val predictionCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

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

     Attributes

     protected

     Definition Classes

     FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

249.  val prior: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

250.  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

251.  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

252.  val removeCollinearCols: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

253.  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

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

     Definition Classes

     H2OAlgoCommonUtils

255.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

256.  val scoreEachIteration: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

257.  val scoreIterationInterval: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

258.  val seed: LongParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

259.  val separateLinearBeta: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

260.  final def set(paramPair: ParamPair[_]): H2OGLMRegressor.this.type

     Attributes

     protected

     Definition Classes

     Params

261.  final def set(param: String, value: Any): H2OGLMRegressor.this.type

     Attributes

     protected

     Definition Classes

     Params

262.  final def set[T](param: Param[T], value: T): H2OGLMRegressor.this.type

     Definition Classes

     Params

263.  def setAlphaValue(value: Array[Double]): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

264.  def setAucType(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

265.  def setBalanceClasses(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

266.  def setBetaConstraints(value: DataFrame): H2OGLMRegressor.this.type

     Definition Classes

     HasBetaConstraints

267.  def setBetaEpsilon(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

268.  def setBuildNullModel(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

269.  def setCalcLike(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

270.  def setCheckpoint(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

271.  def setClassSamplingFactors(value: Array[Float]): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

272.  def setColdStart(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

273.  def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLMRegressor.this.type

     Definition Classes

     H2OCommonParams

274.  def setColumnsToCategorical(columns: Array[String]): H2OGLMRegressor.this.type

     Definition Classes

     H2OCommonParams

275.  def setColumnsToCategorical(first: String, others: String*): H2OGLMRegressor.this.type

     Definition Classes

     H2OCommonParams

276.  def setComputePValues(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

277.  def setConstraintAlpha(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

278.  def setConstraintBeta(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

279.  def setConstraintC0(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

280.  def setConstraintEta0(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

281.  def setConstraintTau(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

282.  def setConvertInvalidNumbersToNa(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OCommonParams

283.  def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OCommonParams

284.  def setCustomMetricFunc(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

285.  def setDataFrameSerializer(fullClassName: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OBaseMOJOParams

286.  final def setDefault(paramPairs: ParamPair[_]*): H2OGLMRegressor.this.type

     Attributes

     protected

     Definition Classes

     Params

287.  final def setDefault[T](param: Param[T], value: T): H2OGLMRegressor.this.type

     Attributes

     protected

     Definition Classes

     Params

288.  def setDetailedPredictionCol(columnName: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OAlgorithmCommonParams

289.  def setDispersionEpsilon(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

290.  def setDispersionLearningRate(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

291.  def setDispersionParameterMethod(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

292.  def setEarlyStopping(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

293.  def setExportCheckpointsDir(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

294.  def setFamily(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

295.  def setFeaturesCol(first: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OAlgorithmCommonParams

296.  def setFeaturesCols(columnNames: ArrayList[String]): H2OGLMRegressor.this.type

     Definition Classes

     H2OAlgorithmCommonParams

297.  def setFeaturesCols(columnNames: Array[String]): H2OGLMRegressor.this.type

     Definition Classes

     H2OAlgorithmCommonParams

298.  def setFeaturesCols(first: String, others: String*): H2OGLMRegressor.this.type

     Definition Classes

     H2OAlgorithmCommonParams

299.  def setFixDispersionParameter(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

300.  def setFixTweedieVariancePower(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

301.  def setFoldAssignment(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

302.  def setFoldCol(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

303.  def setGainsliftBins(value: Int): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

304.  def setGenerateScoringHistory(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

305.  def setGenerateVariableInflationFactors(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

306.  def setGradientEpsilon(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

307.  def setIgnoreConstCols(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

308.  def setIgnoredCols(value: Array[String]): H2OGLMRegressor.this.type

     Definition Classes

     HasIgnoredCols

309.  def setInfluence(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

310.  def setInitDispersionParameter(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

311.  def setInitOptimalGlm(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

312.  def setInteractionPairs(value: Array[(String, String)]): H2OGLMRegressor.this.type

     Definition Classes

     HasInteractionPairs

313.  def setInteractions(value: Array[String]): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

314.  def setIntercept(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

315.  def setKeepBinaryModels(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OCommonParams

316.  def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

317.  def setKeepCrossValidationModels(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

318.  def setKeepCrossValidationPredictions(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

319.  def setLabelCol(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

320.  def setLambdaMinRatio(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

321.  def setLambdaSearch(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

322.  def setLambdaValue(value: Array[Double]): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

323.  def setLinearConstraints(value: DataFrame): H2OGLMRegressor.this.type

     Definition Classes

     HasLinearConstraints

324.  def setLink(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

325.  def setMaxActivePredictors(value: Int): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

326.  def setMaxAfterBalanceSize(value: Float): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

327.  def setMaxConfusionMatrixSize(value: Int): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

328.  def setMaxIterations(value: Int): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

329.  def setMaxIterationsDispersion(value: Int): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

330.  def setMaxRuntimeSecs(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

331.  def setMissingValuesHandling(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

332.  def setModelId(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

333.  def setNfolds(value: Int): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

334.  def setNlambdas(value: Int): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

335.  def setNonNegative(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

336.  def setObjReg(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

337.  def setObjectiveEpsilon(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

338.  def setOffsetCol(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

339.  def setPlugValues(value: Map[String, Any]): H2OGLMRegressor.this.type

     Definition Classes

     HasPlugValues

340.  def setPredictionCol(columnName: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OAlgorithmCommonParams

341.  def setPrior(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

342.  def setRandomCols(value: Array[String]): H2OGLMRegressor.this.type

     Definition Classes

     HasRandomCols

343.  def setRemoveCollinearCols(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

344.  def setScoreEachIteration(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

345.  def setScoreIterationInterval(value: Int): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

346.  def setSeed(value: Long): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

347.  def setSeparateLinearBeta(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

348.  def setSolver(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

349.  def setSplitRatio(ratio: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OCommonParams

350.  def setStandardize(value: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

351.  def setStartval(value: Array[Double]): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

352.  def setStoppingMetric(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

353.  def setStoppingRounds(value: Int): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

354.  def setStoppingTolerance(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

355.  def setTheta(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

356.  def setTweedieEpsilon(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

357.  def setTweedieLinkPower(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

358.  def setTweedieVariancePower(value: Double): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

359.  def setValidationDataFrame(dataFrame: DataFrame): H2OGLMRegressor.this.type

     Definition Classes

     H2OCommonParams

360.  def setWeightCol(value: String): H2OGLMRegressor.this.type

     Definition Classes

     H2OGLMParams

361.  def setWithContributions(enabled: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OAlgorithmCommonParams

362.  def setWithLeafNodeAssignments(enabled: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OAlgorithmCommonParams

363.  def setWithStageResults(enabled: Boolean): H2OGLMRegressor.this.type

     Definition Classes

     H2OAlgorithmCommonParams

364.  val solver: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGLMParams

365.  final val splitRatio: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

366.  val standardize: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

367.  val startval: NullableDoubleArrayParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

368.  val stoppingMetric: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGLMParams

369.  val stoppingRounds: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

370.  val stoppingTolerance: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     AnyRef

380.  val theta: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

381.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Definition Classes

     H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

386.  val tweedieEpsilon: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

387.  val tweedieLinkPower: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

388.  val tweedieVariancePower: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

389.  val uid: String

     Definition Classes

     H2OGLMRegressor → H2OGLM → Identifiable

390.  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

391.  final val validationDataFrame: NonSerializableNullableDataFrameParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

392.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

395.  val weightCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

396.  final val withContributions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

397.  final val withLeafNodeAssignments: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

398.  final val withStageResults: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

399.  def write: MLWriter

     Definition Classes

     DefaultParamsWritable → MLWritable

400.  object LoggingLevel extends Enumeration

     Definition Classes

     RestCommunication