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 HGLM: BooleanParam

   Attributes

   protected

   Definition Classes

   H2OGLMParams

6.  val alphaValue: NullableDoubleArrayParam

   Attributes

   protected

   Definition Classes

   H2OGLMParams

7.  final def asInstanceOf[T0]: T0

   Definition Classes

   Any

8.  val aucType: Param[String]

   Attributes

   protected

   Definition Classes

   H2OGLMParams

9.  val balanceClasses: BooleanParam

   Attributes

   protected

   Definition Classes

   H2OGLMParams

10.  val betaEpsilon: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

11.  val binaryModel: Option[H2OBinaryModel]

    Attributes

    protected

    Definition Classes

    H2OAlgoCommonUtils

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

13.  val buildNullModel: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

14.  val calcLike: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

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

    Definition Classes

    RestCommunication

16.  val checkpoint: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

17.  val classSamplingFactors: NullableFloatArrayParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

18.  final def clear(param: Param[_]): H2OGLMClassifier.this.type

    Definition Classes

    Params

19.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

20.  val coldStart: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

21.  final val columnsToCategorical: StringArrayParam

    Attributes

    protected

    Definition Classes

    H2OCommonParams

22.  val computePValues: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

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): H2OGLMClassifier.this.type

    Definition Classes

    H2OEstimator → Estimator → PipelineStage → Params

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

    Attributes

    protected

    Definition Classes

    Params

32.  def createMOJOSettings(): H2OMOJOSettings

    Attributes

    protected

    Definition Classes

    H2OAlgorithm → H2OEstimator

33.  def createMOJOUID(): String

    Attributes

    protected

    Definition Classes

    H2OEstimator

34.  val customMetricFunc: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

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 dispersionEpsilon: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

41.  val dispersionLearningRate: DoubleParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

42.  val dispersionParameterMethod: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGLMParams

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    RestCommunication

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

    Attributes

    protected

    Definition Classes

    RestCommunication

47.  val earlyStopping: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

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

    Definition Classes

    AnyRef

49.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

51.  def explainParams(): String

    Definition Classes

    Params

52.  val exportCheckpointsDir: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

53.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

55.  val family: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGLMParams

56.  final val featuresCols: StringArrayParam

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

57.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    Definition Classes

    H2OGLM → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

62.  val fixDispersionParameter: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

63.  val fixTweedieVariancePower: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

65.  val foldAssignment: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGLMParams

66.  val foldCol: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

67.  val generateScoringHistory: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

68.  val generateVariableInflationFactors: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGLMParams

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

    Definition Classes

    Params

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

    Definition Classes

    H2OGLMParams

71.  def getAucType(): String

    Definition Classes

    H2OGLMParams

72.  def getBalanceClasses(): Boolean

    Definition Classes

    H2OGLMParams

73.  def getBetaConstraints(): DataFrame

    Definition Classes

    HasBetaConstraints

74.  def getBetaEpsilon(): Double

    Definition Classes

    H2OGLMParams

75.  def getBinaryModel(): H2OBinaryModel

    Definition Classes

    H2OAlgoCommonUtils

76.  def getBuildNullModel(): Boolean

    Definition Classes

    H2OGLMParams

77.  def getCalcLike(): Boolean

    Definition Classes

    H2OGLMParams

78.  def getCheckpoint(): String

    Definition Classes

    H2OGLMParams

79.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Definition Classes

    H2OGLMParams

81.  def getColdStart(): Boolean

    Definition Classes

    H2OGLMParams

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

    Definition Classes

    H2OCommonParams

83.  def getComputePValues(): Boolean

    Definition Classes

    H2OGLMParams

84.  def getConvertInvalidNumbersToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

85.  def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

86.  def getCustomMetricFunc(): String

    Definition Classes

    H2OGLMParams

87.  def getDataFrameSerializer(): String

    Definition Classes

    HasDataFrameSerializer

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

    Definition Classes

    Params

89.  def getDetailedPredictionCol(): String

    Definition Classes

    H2OAlgorithmMOJOParams

90.  def getDispersionEpsilon(): Double

    Definition Classes

    H2OGLMParams

91.  def getDispersionLearningRate(): Double

    Definition Classes

    H2OGLMParams

92.  def getDispersionParameterMethod(): String

    Definition Classes

    H2OGLMParams

93.  def getEarlyStopping(): Boolean

    Definition Classes

    H2OGLMParams

94.  def getExportCheckpointsDir(): String

    Definition Classes

    H2OGLMParams

95.  def getFamily(): String

    Definition Classes

    H2OGLMParams

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

    Definition Classes

    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

97.  def getFixDispersionParameter(): Boolean

    Definition Classes

    H2OGLMParams

98.  def getFixTweedieVariancePower(): Boolean

    Definition Classes

    H2OGLMParams

99.  def getFoldAssignment(): String

    Definition Classes

    H2OGLMParams

100.  def getFoldCol(): String

     Definition Classes

     H2OGLMParams

101.  def getGenerateScoringHistory(): Boolean

     Definition Classes

     H2OGLMParams

102.  def getGenerateVariableInflationFactors(): Boolean

     Definition Classes

     H2OGLMParams

103.  def getGradientEpsilon(): Double

     Definition Classes

     H2OGLMParams

104.  def getHGLM(): Boolean

     Definition Classes

     H2OGLMParams

105.  def getIgnoreConstCols(): Boolean

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     HasIgnoredCols

107.  def getInfluence(): String

     Definition Classes

     H2OGLMParams

108.  def getInitDispersionParameter(): Double

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     HasInteractionPairs

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

     Definition Classes

     H2OGLMParams

111.  def getIntercept(): Boolean

     Definition Classes

     H2OGLMParams

112.  def getKeepBinaryModels(): Boolean

     Definition Classes

     H2OCommonParams

113.  def getKeepCrossValidationFoldAssignment(): Boolean

     Definition Classes

     H2OGLMParams

114.  def getKeepCrossValidationModels(): Boolean

     Definition Classes

     H2OGLMParams

115.  def getKeepCrossValidationPredictions(): Boolean

     Definition Classes

     H2OGLMParams

116.  def getLabelCol(): String

     Definition Classes

     H2OGLMParams

117.  def getLambdaMinRatio(): Double

     Definition Classes

     H2OGLMParams

118.  def getLambdaSearch(): Boolean

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     H2OGLMParams

120.  def getLink(): String

     Definition Classes

     H2OGLMParams

121.  def getMaxActivePredictors(): Int

     Definition Classes

     H2OGLMParams

122.  def getMaxAfterBalanceSize(): Float

     Definition Classes

     H2OGLMParams

123.  def getMaxConfusionMatrixSize(): Int

     Definition Classes

     H2OGLMParams

124.  def getMaxIterations(): Int

     Definition Classes

     H2OGLMParams

125.  def getMaxIterationsDispersion(): Int

     Definition Classes

     H2OGLMParams

126.  def getMaxRuntimeSecs(): Double

     Definition Classes

     H2OGLMParams

127.  def getMissingValuesHandling(): String

     Definition Classes

     H2OGLMParams

128.  def getModelId(): String

     Definition Classes

     H2OGLMParams

129.  def getNfolds(): Int

     Definition Classes

     H2OGLMParams

130.  def getNlambdas(): Int

     Definition Classes

     H2OGLMParams

131.  def getNonNegative(): Boolean

     Definition Classes

     H2OGLMParams

132.  def getObjReg(): Double

     Definition Classes

     H2OGLMParams

133.  def getObjectiveEpsilon(): Double

     Definition Classes

     H2OGLMParams

134.  def getOffsetCol(): String

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

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

     Definition Classes

     HasPlugValues

138.  def getPredictionCol(): String

     Definition Classes

     H2OAlgorithmMOJOParams

139.  def getPrior(): Double

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     HasRandomCols

141.  def getRandomFamily(): Array[String]

     Definition Classes

     H2OGLMParams

142.  def getRandomLink(): Array[String]

     Definition Classes

     H2OGLMParams

143.  def getRemoveCollinearCols(): Boolean

     Definition Classes

     H2OGLMParams

144.  def getScoreEachIteration(): Boolean

     Definition Classes

     H2OGLMParams

145.  def getScoreIterationInterval(): Int

     Definition Classes

     H2OGLMParams

146.  def getSeed(): Long

     Definition Classes

     H2OGLMParams

147.  def getSolver(): String

     Definition Classes

     H2OGLMParams

148.  def getSplitRatio(): Double

     Definition Classes

     H2OCommonParams

149.  def getStandardize(): Boolean

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     H2OGLMParams

151.  def getStoppingMetric(): String

     Definition Classes

     H2OGLMParams

152.  def getStoppingRounds(): Int

     Definition Classes

     H2OGLMParams

153.  def getStoppingTolerance(): Double

     Definition Classes

     H2OGLMParams

154.  def getTheta(): Double

     Definition Classes

     H2OGLMParams

155.  def getTweedieEpsilon(): Double

     Definition Classes

     H2OGLMParams

156.  def getTweedieLinkPower(): Double

     Definition Classes

     H2OGLMParams

157.  def getTweedieVariancePower(): Double

     Definition Classes

     H2OGLMParams

158.  def getValidationDataFrame(): DataFrame

     Definition Classes

     H2OCommonParams

159.  def getWeightCol(): String

     Definition Classes

     H2OGLMParams

160.  def getWithContributions(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

161.  def getWithLeafNodeAssignments(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

162.  def getWithStageResults(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

163.  val gradientEpsilon: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

166.  def hashCode(): Int

     Definition Classes

     AnyRef → Any

     Annotations

     @native()

167.  val ignoreConstCols: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

168.  val influence: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

169.  val initDispersionParameter: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     RestCommunication

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

     Definition Classes

     RestCommunication

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

176.  val interactions: NullableStringArrayParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

177.  val intercept: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     Params

179.  final def isInstanceOf[T0]: Boolean

     Definition Classes

     Any

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     Params

182.  def isTraceEnabled(): Boolean

     Attributes

     protected

     Definition Classes

     Logging

183.  final val keepBinaryModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

184.  val keepCrossValidationFoldAssignment: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

185.  val keepCrossValidationModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

186.  val keepCrossValidationPredictions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

187.  val labelCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGLMParams

188.  val lambdaMinRatio: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

189.  val lambdaSearch: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

190.  val lambdaValue: NullableDoubleArrayParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

191.  val link: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGLMParams

192.  def log: Logger

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

199.  def logName: String

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

205.  val maxActivePredictors: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

206.  val maxAfterBalanceSize: FloatParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

207.  val maxConfusionMatrixSize: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

208.  val maxIterations: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

209.  val maxIterationsDispersion: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

210.  val maxRuntimeSecs: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

211.  val missingValuesHandling: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGLMParams

212.  val modelId: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

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

     Definition Classes

     AnyRef

214.  val nfolds: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

215.  val nlambdas: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

216.  val nonNegative: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

217.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

218.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

228.  val objReg: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

229.  val objectiveEpsilon: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

230.  val offsetCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

232.  def paramTag: ClassTag[GLMParameters]

     Attributes

     protected

     Definition Classes

     H2OGLMParams

233.  var parameters: GLMParameters

     Attributes

     protected

     Definition Classes

     H2OEstimator

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

     Definition Classes

     Params

235.  final val predictionCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

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

     Attributes

     protected

     Definition Classes

     FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

237.  val prior: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

238.  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

239.  val randomFamily: NullableStringArrayParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

240.  val randomLink: NullableStringArrayParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

241.  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

242.  val removeCollinearCols: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

243.  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

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

     Definition Classes

     H2OAlgoCommonUtils

245.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

246.  val scoreEachIteration: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

247.  val scoreIterationInterval: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

248.  val seed: LongParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

249.  final def set(paramPair: ParamPair[_]): H2OGLMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

250.  final def set(param: String, value: Any): H2OGLMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

251.  final def set[T](param: Param[T], value: T): H2OGLMClassifier.this.type

     Definition Classes

     Params

252.  def setAlphaValue(value: Array[Double]): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

253.  def setAucType(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

254.  def setBalanceClasses(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

255.  def setBetaConstraints(value: DataFrame): H2OGLMClassifier.this.type

     Definition Classes

     HasBetaConstraints

256.  def setBetaEpsilon(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

257.  def setBuildNullModel(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

258.  def setCalcLike(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

259.  def setCheckpoint(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

260.  def setClassSamplingFactors(value: Array[Float]): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

261.  def setColdStart(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

262.  def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLMClassifier.this.type

     Definition Classes

     H2OCommonParams

263.  def setColumnsToCategorical(columns: Array[String]): H2OGLMClassifier.this.type

     Definition Classes

     H2OCommonParams

264.  def setColumnsToCategorical(first: String, others: String*): H2OGLMClassifier.this.type

     Definition Classes

     H2OCommonParams

265.  def setComputePValues(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

266.  def setConvertInvalidNumbersToNa(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OCommonParams

267.  def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OCommonParams

268.  def setCustomMetricFunc(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

269.  def setDataFrameSerializer(fullClassName: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OBaseMOJOParams

270.  final def setDefault(paramPairs: ParamPair[_]*): H2OGLMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

271.  final def setDefault[T](param: Param[T], value: T): H2OGLMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

272.  def setDetailedPredictionCol(columnName: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

273.  def setDispersionEpsilon(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

274.  def setDispersionLearningRate(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

275.  def setDispersionParameterMethod(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

276.  def setEarlyStopping(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

277.  def setExportCheckpointsDir(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

278.  def setFamily(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

279.  def setFeaturesCol(first: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

280.  def setFeaturesCols(columnNames: ArrayList[String]): H2OGLMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

281.  def setFeaturesCols(columnNames: Array[String]): H2OGLMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

282.  def setFeaturesCols(first: String, others: String*): H2OGLMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

283.  def setFixDispersionParameter(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

284.  def setFixTweedieVariancePower(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

285.  def setFoldAssignment(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

286.  def setFoldCol(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

287.  def setGenerateScoringHistory(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

288.  def setGenerateVariableInflationFactors(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

289.  def setGradientEpsilon(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

290.  def setHGLM(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

291.  def setIgnoreConstCols(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

292.  def setIgnoredCols(value: Array[String]): H2OGLMClassifier.this.type

     Definition Classes

     HasIgnoredCols

293.  def setInfluence(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

294.  def setInitDispersionParameter(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

295.  def setInteractionPairs(value: Array[(String, String)]): H2OGLMClassifier.this.type

     Definition Classes

     HasInteractionPairs

296.  def setInteractions(value: Array[String]): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

297.  def setIntercept(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

298.  def setKeepBinaryModels(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OCommonParams

299.  def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

300.  def setKeepCrossValidationModels(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

301.  def setKeepCrossValidationPredictions(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

302.  def setLabelCol(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

303.  def setLambdaMinRatio(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

304.  def setLambdaSearch(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

305.  def setLambdaValue(value: Array[Double]): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

306.  def setLink(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

307.  def setMaxActivePredictors(value: Int): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

308.  def setMaxAfterBalanceSize(value: Float): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

309.  def setMaxConfusionMatrixSize(value: Int): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

310.  def setMaxIterations(value: Int): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

311.  def setMaxIterationsDispersion(value: Int): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

312.  def setMaxRuntimeSecs(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

313.  def setMissingValuesHandling(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

314.  def setModelId(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

315.  def setNfolds(value: Int): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

316.  def setNlambdas(value: Int): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

317.  def setNonNegative(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

318.  def setObjReg(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

319.  def setObjectiveEpsilon(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

320.  def setOffsetCol(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

321.  def setPlugValues(value: Map[String, Any]): H2OGLMClassifier.this.type

     Definition Classes

     HasPlugValues

322.  def setPredictionCol(columnName: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

323.  def setPrior(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

324.  def setRandomCols(value: Array[String]): H2OGLMClassifier.this.type

     Definition Classes

     HasRandomCols

325.  def setRandomFamily(value: Array[String]): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

326.  def setRandomLink(value: Array[String]): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

327.  def setRemoveCollinearCols(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

328.  def setScoreEachIteration(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

329.  def setScoreIterationInterval(value: Int): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

330.  def setSeed(value: Long): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

331.  def setSolver(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

332.  def setSplitRatio(ratio: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OCommonParams

333.  def setStandardize(value: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

334.  def setStartval(value: Array[Double]): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

335.  def setStoppingMetric(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

336.  def setStoppingRounds(value: Int): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

337.  def setStoppingTolerance(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

338.  def setTheta(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

339.  def setTweedieEpsilon(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

340.  def setTweedieLinkPower(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

341.  def setTweedieVariancePower(value: Double): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

342.  def setValidationDataFrame(dataFrame: DataFrame): H2OGLMClassifier.this.type

     Definition Classes

     H2OCommonParams

343.  def setWeightCol(value: String): H2OGLMClassifier.this.type

     Definition Classes

     H2OGLMParams

344.  def setWithContributions(enabled: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

345.  def setWithLeafNodeAssignments(enabled: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

346.  def setWithStageResults(enabled: Boolean): H2OGLMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

347.  val solver: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGLMParams

348.  final val splitRatio: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

349.  val standardize: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

350.  val startval: NullableDoubleArrayParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

351.  val stoppingMetric: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGLMParams

352.  val stoppingRounds: IntParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

353.  val stoppingTolerance: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     AnyRef

363.  val theta: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

364.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Definition Classes

     H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

369.  val tweedieEpsilon: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

370.  val tweedieLinkPower: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

371.  val tweedieVariancePower: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

372.  val uid: String

     Definition Classes

     H2OGLMClassifier → H2OGLM → Identifiable

373.  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

374.  final val validationDataFrame: NonSerializableNullableDataFrameParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

375.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

378.  val weightCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGLMParams

379.  final val withContributions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

380.  final val withLeafNodeAssignments: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

381.  final val withStageResults: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

382.  def write: MLWriter

     Definition Classes

     DefaultParamsWritable → MLWritable

383.  object LoggingLevel extends Enumeration

     Definition Classes

     RestCommunication