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

   H2OGAMParams

6.  final def asInstanceOf[T0]: T0

   Definition Classes

   Any

7.  val aucType: Param[String]

   Attributes

   protected

   Definition Classes

   H2OGAMParams

8.  val balanceClasses: BooleanParam

   Attributes

   protected

   Definition Classes

   H2OGAMParams

9.  val betaEpsilon: DoubleParam

   Attributes

   protected

   Definition Classes

   H2OGAMParams

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 bs: NullableIntArrayParam

    Attributes

    protected

    Definition Classes

    H2OGAMParams

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

    Definition Classes

    RestCommunication

14.  val classSamplingFactors: NullableFloatArrayParam

    Attributes

    protected

    Definition Classes

    H2OGAMParams

15.  final def clear(param: Param[_]): H2OGAMClassifier.this.type

    Definition Classes

    Params

16.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

17.  val coldStart: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGAMParams

18.  final val columnsToCategorical: StringArrayParam

    Attributes

    protected

    Definition Classes

    H2OCommonParams

19.  val computePValues: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGAMParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

22.  final val convertInvalidNumbersToNa: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

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

    Attributes

    protected

    Definition Classes

    EstimatorCommonUtils

25.  final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OBaseMOJOParams

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

    Attributes

    protected

    Definition Classes

    H2OAlgoParamsBase

27.  def copy(extra: ParamMap): H2OGAMClassifier.this.type

    Definition Classes

    H2OEstimator → Estimator → PipelineStage → Params

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

    Attributes

    protected

    Definition Classes

    Params

29.  def createMOJOSettings(): H2OMOJOSettings

    Attributes

    protected

    Definition Classes

    H2OAlgorithm → H2OEstimator

30.  def createMOJOUID(): String

    Attributes

    protected

    Definition Classes

    H2OEstimator

31.  val customMetricFunc: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGAMParams

32.  final val dataFrameSerializer: Param[String]

    Attributes

    protected

    Definition Classes

    HasDataFrameSerializer

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

    Attributes

    protected

    Definition Classes

    Params

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

    Attributes

    protected

    Definition Classes

    RestCommunication

35.  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

36.  final val detailedPredictionCol: Param[String]

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

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

    Attributes

    protected

    Definition Classes

    RestCommunication

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

    Attributes

    protected

    Definition Classes

    RestCommunication

41.  val earlyStopping: BooleanParam

    Attributes

    protected

    Definition Classes

    H2OGAMParams

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

    Definition Classes

    AnyRef

43.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

45.  def explainParams(): String

    Definition Classes

    Params

46.  val exportCheckpointsDir: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGAMParams

47.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

49.  val family: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGAMParams

50.  final val featuresCols: StringArrayParam

    Attributes

    protected

    Definition Classes

    H2OAlgorithmMOJOParams

51.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

52.  def fit(dataset: Dataset[_]): H2OGAMMOJOModel

    Definition Classes

    H2OGAM → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    Attributes

    protected

    Definition Classes

    ParameterConstructorMethods

57.  val foldAssignment: Param[String]

    Attributes

    protected

    Definition Classes

    H2OGAMParams

58.  val foldCol: NullableStringParam

    Attributes

    protected

    Definition Classes

    H2OGAMParams

59.  val gamCols: NullableStringArrayArrayParam

    Attributes

    protected

    Definition Classes

    HasGamCols

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

    Definition Classes

    Params

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

    Definition Classes

    H2OGAMParams

62.  def getAucType(): String

    Definition Classes

    H2OGAMParams

63.  def getBalanceClasses(): Boolean

    Definition Classes

    H2OGAMParams

64.  def getBetaConstraints(): DataFrame

    Definition Classes

    HasBetaConstraints

65.  def getBetaEpsilon(): Double

    Definition Classes

    H2OGAMParams

66.  def getBinaryModel(): H2OBinaryModel

    Definition Classes

    H2OAlgoCommonUtils

67.  def getBs(): Array[Int]

    Definition Classes

    H2OGAMParams

68.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Definition Classes

    H2OGAMParams

70.  def getColdStart(): Boolean

    Definition Classes

    H2OGAMParams

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

    Definition Classes

    H2OCommonParams

72.  def getComputePValues(): Boolean

    Definition Classes

    H2OGAMParams

73.  def getConvertInvalidNumbersToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

74.  def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Definition Classes

    H2OBaseMOJOParams

75.  def getCustomMetricFunc(): String

    Definition Classes

    H2OGAMParams

76.  def getDataFrameSerializer(): String

    Definition Classes

    HasDataFrameSerializer

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

    Definition Classes

    Params

78.  def getDetailedPredictionCol(): String

    Definition Classes

    H2OAlgorithmMOJOParams

79.  def getEarlyStopping(): Boolean

    Definition Classes

    H2OGAMParams

80.  def getExportCheckpointsDir(): String

    Definition Classes

    H2OGAMParams

81.  def getFamily(): String

    Definition Classes

    H2OGAMParams

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

    Definition Classes

    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

83.  def getFoldAssignment(): String

    Definition Classes

    H2OGAMParams

84.  def getFoldCol(): String

    Definition Classes

    H2OGAMParams

85.  def getGamCols(): Array[Array[String]]

    Definition Classes

    HasGamCols

86.  def getGradientEpsilon(): Double

    Definition Classes

    H2OGAMParams

87.  def getIgnoreConstCols(): Boolean

    Definition Classes

    H2OGAMParams

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

    Definition Classes

    HasIgnoredCols

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

    Definition Classes

    H2OGAMParams

90.  def getIntercept(): Boolean

    Definition Classes

    H2OGAMParams

91.  def getKeepBinaryModels(): Boolean

    Definition Classes

    H2OCommonParams

92.  def getKeepCrossValidationFoldAssignment(): Boolean

    Definition Classes

    H2OGAMParams

93.  def getKeepCrossValidationModels(): Boolean

    Definition Classes

    H2OGAMParams

94.  def getKeepCrossValidationPredictions(): Boolean

    Definition Classes

    H2OGAMParams

95.  def getKeepGamCols(): Boolean

    Definition Classes

    H2OGAMParams

96.  def getKnotIds(): Array[String]

    Definition Classes

    H2OGAMParams

97.  def getLabelCol(): String

    Definition Classes

    H2OGAMParams

98.  def getLambdaSearch(): Boolean

    Definition Classes

    H2OGAMParams

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

    Definition Classes

    H2OGAMParams

100.  def getLink(): String

     Definition Classes

     H2OGAMParams

101.  def getMaxActivePredictors(): Int

     Definition Classes

     H2OGAMParams

102.  def getMaxAfterBalanceSize(): Float

     Definition Classes

     H2OGAMParams

103.  def getMaxConfusionMatrixSize(): Int

     Definition Classes

     H2OGAMParams

104.  def getMaxIterations(): Int

     Definition Classes

     H2OGAMParams

105.  def getMaxRuntimeSecs(): Double

     Definition Classes

     H2OGAMParams

106.  def getMissingValuesHandling(): String

     Definition Classes

     H2OGAMParams

107.  def getModelId(): String

     Definition Classes

     H2OGAMParams

108.  def getNfolds(): Int

     Definition Classes

     H2OGAMParams

109.  def getNlambdas(): Int

     Definition Classes

     H2OGAMParams

110.  def getNonNegative(): Boolean

     Definition Classes

     H2OGAMParams

111.  def getNumKnots(): Array[Int]

     Definition Classes

     H2OGAMParams

112.  def getObjReg(): Double

     Definition Classes

     H2OGAMParams

113.  def getObjectiveEpsilon(): Double

     Definition Classes

     H2OGAMParams

114.  def getOffsetCol(): String

     Definition Classes

     H2OGAMParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

117.  def getPredictionCol(): String

     Definition Classes

     H2OAlgorithmMOJOParams

118.  def getPrior(): Double

     Definition Classes

     H2OGAMParams

119.  def getRemoveCollinearCols(): Boolean

     Definition Classes

     H2OGAMParams

120.  def getScale(): Array[Double]

     Definition Classes

     H2OGAMParams

121.  def getScaleTpPenaltyMat(): Boolean

     Definition Classes

     H2OGAMParams

122.  def getScoreEachIteration(): Boolean

     Definition Classes

     H2OGAMParams

123.  def getSeed(): Long

     Definition Classes

     H2OGAMParams

124.  def getSolver(): String

     Definition Classes

     H2OGAMParams

125.  def getSplineOrders(): Array[Int]

     Definition Classes

     H2OGAMParams

126.  def getSplinesNonNegative(): Array[Boolean]

     Definition Classes

     H2OGAMParams

127.  def getSplitRatio(): Double

     Definition Classes

     H2OCommonParams

128.  def getStandardize(): Boolean

     Definition Classes

     H2OGAMParams

129.  def getStandardizeTpGamCols(): Boolean

     Definition Classes

     H2OGAMParams

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

     Definition Classes

     H2OGAMParams

131.  def getStoppingMetric(): String

     Definition Classes

     H2OGAMParams

132.  def getStoppingRounds(): Int

     Definition Classes

     H2OGAMParams

133.  def getStoppingTolerance(): Double

     Definition Classes

     H2OGAMParams

134.  def getTheta(): Double

     Definition Classes

     H2OGAMParams

135.  def getTweedieLinkPower(): Double

     Definition Classes

     H2OGAMParams

136.  def getTweedieVariancePower(): Double

     Definition Classes

     H2OGAMParams

137.  def getValidationDataFrame(): DataFrame

     Definition Classes

     H2OCommonParams

138.  def getWeightCol(): String

     Definition Classes

     H2OGAMParams

139.  def getWithContributions(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

140.  def getWithLeafNodeAssignments(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

141.  def getWithStageResults(): Boolean

     Definition Classes

     H2OAlgorithmMOJOParams

142.  val gradientEpsilon: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

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

     Definition Classes

     Params

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

     Definition Classes

     Params

145.  def hashCode(): Int

     Definition Classes

     AnyRef → Any

     Annotations

     @native()

146.  val ignoreConstCols: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     RestCommunication

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

     Definition Classes

     RestCommunication

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

153.  val interactions: NullableStringArrayParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

154.  val intercept: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

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

     Definition Classes

     Params

156.  final def isInstanceOf[T0]: Boolean

     Definition Classes

     Any

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     Params

159.  def isTraceEnabled(): Boolean

     Attributes

     protected

     Definition Classes

     Logging

160.  final val keepBinaryModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

161.  val keepCrossValidationFoldAssignment: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

162.  val keepCrossValidationModels: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

163.  val keepCrossValidationPredictions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

164.  val keepGamCols: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

165.  val knotIds: NullableStringArrayParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

166.  val labelCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGAMParams

167.  val lambdaSearch: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

168.  val lambdaValue: NullableDoubleArrayParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

169.  val link: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGAMParams

170.  def log: Logger

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

177.  def logName: String

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     Logging

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

183.  val maxActivePredictors: IntParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

184.  val maxAfterBalanceSize: FloatParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

185.  val maxConfusionMatrixSize: IntParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

186.  val maxIterations: IntParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

187.  val maxRuntimeSecs: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

188.  val missingValuesHandling: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGAMParams

189.  val modelId: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

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

     Definition Classes

     AnyRef

191.  val nfolds: IntParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

192.  val nlambdas: IntParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

193.  val nonNegative: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

194.  final def notify(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

195.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

205.  val numKnots: NullableIntArrayParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

206.  val objReg: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

207.  val objectiveEpsilon: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

208.  val offsetCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

210.  def paramTag: ClassTag[GAMParameters]

     Attributes

     protected

     Definition Classes

     H2OGAMParams

211.  var parameters: GAMParameters

     Attributes

     protected

     Definition Classes

     H2OEstimator

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

     Definition Classes

     Params

213.  final val predictionCol: Param[String]

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

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

     Attributes

     protected

     Definition Classes

     FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

215.  val prior: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

216.  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

217.  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

218.  val removeCollinearCols: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

219.  def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

     Definition Classes

     RestCommunication

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

     Definition Classes

     H2OAlgoCommonUtils

221.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

222.  val scale: NullableDoubleArrayParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

223.  val scaleTpPenaltyMat: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

224.  val scoreEachIteration: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

225.  val seed: LongParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

226.  final def set(paramPair: ParamPair[_]): H2OGAMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

227.  final def set(param: String, value: Any): H2OGAMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

228.  final def set[T](param: Param[T], value: T): H2OGAMClassifier.this.type

     Definition Classes

     Params

229.  def setAlphaValue(value: Array[Double]): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

230.  def setAucType(value: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

231.  def setBalanceClasses(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

232.  def setBetaConstraints(value: DataFrame): H2OGAMClassifier.this.type

     Definition Classes

     HasBetaConstraints

233.  def setBetaEpsilon(value: Double): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

234.  def setBs(value: Array[Int]): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

235.  def setClassSamplingFactors(value: Array[Float]): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

236.  def setColdStart(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

237.  def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGAMClassifier.this.type

     Definition Classes

     H2OCommonParams

238.  def setColumnsToCategorical(columns: Array[String]): H2OGAMClassifier.this.type

     Definition Classes

     H2OCommonParams

239.  def setColumnsToCategorical(first: String, others: String*): H2OGAMClassifier.this.type

     Definition Classes

     H2OCommonParams

240.  def setComputePValues(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

241.  def setConvertInvalidNumbersToNa(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OCommonParams

242.  def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OCommonParams

243.  def setCustomMetricFunc(value: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

244.  def setDataFrameSerializer(fullClassName: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OBaseMOJOParams

245.  final def setDefault(paramPairs: ParamPair[_]*): H2OGAMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

246.  final def setDefault[T](param: Param[T], value: T): H2OGAMClassifier.this.type

     Attributes

     protected

     Definition Classes

     Params

247.  def setDetailedPredictionCol(columnName: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

248.  def setEarlyStopping(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

249.  def setExportCheckpointsDir(value: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

250.  def setFamily(value: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

251.  def setFeaturesCol(first: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

252.  def setFeaturesCols(columnNames: ArrayList[String]): H2OGAMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

253.  def setFeaturesCols(columnNames: Array[String]): H2OGAMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

254.  def setFeaturesCols(first: String, others: String*): H2OGAMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

255.  def setFoldAssignment(value: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

256.  def setFoldCol(value: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

257.  def setGamCols(value: Array[String]): H2OGAMClassifier.this.type

     Definition Classes

     HasGamCols

258.  def setGamCols(value: Array[Array[String]]): H2OGAMClassifier.this.type

     Definition Classes

     HasGamCols

259.  def setGradientEpsilon(value: Double): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

260.  def setIgnoreConstCols(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

261.  def setIgnoredCols(value: Array[String]): H2OGAMClassifier.this.type

     Definition Classes

     HasIgnoredCols

262.  def setInteractions(value: Array[String]): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

263.  def setIntercept(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

264.  def setKeepBinaryModels(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OCommonParams

265.  def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

266.  def setKeepCrossValidationModels(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

267.  def setKeepCrossValidationPredictions(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

268.  def setKeepGamCols(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

269.  def setKnotIds(value: Array[String]): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

270.  def setLabelCol(value: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

271.  def setLambdaSearch(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

272.  def setLambdaValue(value: Array[Double]): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

273.  def setLink(value: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

274.  def setMaxActivePredictors(value: Int): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

275.  def setMaxAfterBalanceSize(value: Float): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

276.  def setMaxConfusionMatrixSize(value: Int): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

277.  def setMaxIterations(value: Int): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

278.  def setMaxRuntimeSecs(value: Double): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

279.  def setMissingValuesHandling(value: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

280.  def setModelId(value: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

281.  def setNfolds(value: Int): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

282.  def setNlambdas(value: Int): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

283.  def setNonNegative(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

284.  def setNumKnots(value: Array[Int]): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

285.  def setObjReg(value: Double): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

286.  def setObjectiveEpsilon(value: Double): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

287.  def setOffsetCol(value: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

288.  def setPredictionCol(columnName: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

289.  def setPrior(value: Double): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

290.  def setRemoveCollinearCols(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

291.  def setScale(value: Array[Double]): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

292.  def setScaleTpPenaltyMat(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

293.  def setScoreEachIteration(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

294.  def setSeed(value: Long): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

295.  def setSolver(value: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

296.  def setSplineOrders(value: Array[Int]): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

297.  def setSplinesNonNegative(value: Array[Boolean]): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

298.  def setSplitRatio(ratio: Double): H2OGAMClassifier.this.type

     Definition Classes

     H2OCommonParams

299.  def setStandardize(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

300.  def setStandardizeTpGamCols(value: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

301.  def setStartval(value: Array[Double]): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

302.  def setStoppingMetric(value: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

303.  def setStoppingRounds(value: Int): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

304.  def setStoppingTolerance(value: Double): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

305.  def setTheta(value: Double): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

306.  def setTweedieLinkPower(value: Double): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

307.  def setTweedieVariancePower(value: Double): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

308.  def setValidationDataFrame(dataFrame: DataFrame): H2OGAMClassifier.this.type

     Definition Classes

     H2OCommonParams

309.  def setWeightCol(value: String): H2OGAMClassifier.this.type

     Definition Classes

     H2OGAMParams

310.  def setWithContributions(enabled: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

311.  def setWithLeafNodeAssignments(enabled: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

312.  def setWithStageResults(enabled: Boolean): H2OGAMClassifier.this.type

     Definition Classes

     H2OAlgorithmCommonParams

313.  val solver: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGAMParams

314.  val splineOrders: NullableIntArrayParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

315.  val splinesNonNegative: NullableBooleanArrayParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

316.  final val splitRatio: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

317.  val standardize: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

318.  val standardizeTpGamCols: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

319.  val startval: NullableDoubleArrayParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

320.  val stoppingMetric: Param[String]

     Attributes

     protected

     Definition Classes

     H2OGAMParams

321.  val stoppingRounds: IntParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

322.  val stoppingTolerance: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     ParameterConstructorMethods

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Attributes

     protected

     Definition Classes

     RestEncodingUtils

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

     Definition Classes

     AnyRef

332.  val theta: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

333.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Attributes

     protected

     Definition Classes

     EstimatorCommonUtils

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

     Definition Classes

     H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage

     Annotations

     @DeveloperApi()

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

338.  val tweedieLinkPower: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

339.  val tweedieVariancePower: DoubleParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

340.  val uid: String

     Definition Classes

     H2OGAMClassifier → H2OGAM → Identifiable

341.  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

342.  final val validationDataFrame: NonSerializableNullableDataFrameParam

     Attributes

     protected

     Definition Classes

     H2OCommonParams

343.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

346.  val weightCol: NullableStringParam

     Attributes

     protected

     Definition Classes

     H2OGAMParams

347.  final val withContributions: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

348.  final val withLeafNodeAssignments: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

349.  final val withStageResults: BooleanParam

     Attributes

     protected

     Definition Classes

     H2OAlgorithmMOJOParams

350.  def write: MLWriter

     Definition Classes

     DefaultParamsWritable → MLWritable

351.  object LoggingLevel extends Enumeration

     Definition Classes

     RestCommunication