Value Members

1.  final def !=(arg0: Any): Boolean

   Definition Classes

   AnyRef → Any

2.  final def ##(): Int

   Definition Classes

   AnyRef → Any

3.  final def $[T](param: Param[T]): T

   Attributes

   protected

   Definition Classes

   Params

4.  final def ==(arg0: Any): Boolean

   Definition Classes

   AnyRef → Any

5.  final def asInstanceOf[T0]: T0

   Definition Classes

   Any

6.  lazy val classNameHelper: String

   Attributes

   protected

   Definition Classes

   BaseWrappable

7.  final def clear(param: Param[_]): TrainedRegressorModel.this.type

   Definition Classes

   Params

8.  def clone(): AnyRef

   Attributes

   protected[lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... ) @native()

9.  def companionModelClassName: String

   Attributes

   protected

   Definition Classes

   BaseWrappable

10.  def copy(extra: ParamMap): TrainedRegressorModel

    Definition Classes

    TrainedRegressorModel → Model → Transformer → PipelineStage → Params

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

    Attributes

    protected

    Definition Classes

    Params

12.  lazy val copyrightLines: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

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

    Attributes

    protected

    Definition Classes

    Params

14.  def dotnetAdditionalMethods: String

    Definition Classes

    DotnetWrappable

15.  def dotnetClass(): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

16.  lazy val dotnetClassName: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

17.  lazy val dotnetClassNameString: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

18.  lazy val dotnetClassWrapperName: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

19.  lazy val dotnetCopyrightLines: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

20.  def dotnetExtraEstimatorImports: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

21.  def dotnetExtraMethods: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

22.  lazy val dotnetInternalWrapper: Boolean

    Attributes

    protected

    Definition Classes

    DotnetWrappable

23.  def dotnetMLReadWriteMethods: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

24.  lazy val dotnetNamespace: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

25.  lazy val dotnetObjectBaseClass: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

26.  def dotnetParamGetter(p: Param[_]): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

27.  def dotnetParamGetters: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

28.  def dotnetParamSetter(p: Param[_]): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

29.  def dotnetParamSetters: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

30.  def dotnetWrapAsTypeMethod: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

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

    Definition Classes

    AnyRef

32.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

34.  def explainParams(): String

    Definition Classes

    Params

35.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

37.  val featuresCol: Param[String]

    The name of the features column

    The name of the features column

    Definition Classes

    HasFeaturesCol

38.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    Definition Classes

    Params

40.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Definition Classes

    Params

42.  def getFeaturesCol: String
    Definition Classes

    HasFeaturesCol

43.  def getLabelCol: String
    Definition Classes

    HasLabelCol

44.  def getLastStage: Transformer

    Retrieve the underlying model.

    Retrieve the underlying model.

    returns

    The underlying model.

    Definition Classes

    AutoTrainedModel

45.  def getModel: PipelineModel

    Definition Classes

    AutoTrainedModel

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

    Definition Classes

    Params

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

    Definition Classes

    Params

48.  def getParamInfo(p: Param[_]): ParamInfo[_]

    Definition Classes

    BaseWrappable

49.  def getParamMap: ParamMap

    Retrieve the param map from the underlying model.

    Retrieve the param map from the underlying model.

    returns

    The param map from the underlying model.

    Definition Classes

    AutoTrainedModel

50.  def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    Params

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

    Definition Classes

    Params

53.  def hasParent: Boolean

    Definition Classes

    Model

54.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    Params

58.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

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

    Definition Classes

    Params

60.  def isTraceEnabled(): Boolean

    Attributes

    protected

    Definition Classes

    Logging

61.  val labelCol: Param[String]

    The name of the label column

    The name of the label column

    Definition Classes

    HasLabelCol

62.  def log: Logger

    Attributes

    protected

    Definition Classes

    Logging

63.  def logBase(info: Map[String, String], featureName: Option[String]): Unit

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

64.  def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

65.  def logClass(featureName: String): Unit

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

70.  def logErrorBase(methodName: String, e: Exception): Unit

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

71.  def logFit[T](f: ⇒ T, columns: Int): T

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

74.  def logName: String

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

77.  def logTransform[T](f: ⇒ T, columns: Int): T

    Definition Classes

    SynapseMLLogging

78.  def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

81.  def makeDotnetFile(conf: CodegenConfig): Unit

    Definition Classes

    DotnetWrappable

82.  def makePyFile(conf: CodegenConfig): Unit

    Definition Classes

    PythonWrappable

83.  def makeRFile(conf: CodegenConfig): Unit

    Definition Classes

    RWrappable

84.  val model: TransformerParam

    Definition Classes

    AutoTrainedModel

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

    Definition Classes

    AnyRef

86.  final def notify(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

87.  final def notifyAll(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

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

    Definition Classes

    Params

89.  var parent: Estimator[TrainedRegressorModel]

    Definition Classes

    Model

90.  def pyAdditionalMethods: String

    Definition Classes

    PythonWrappable

91.  lazy val pyClassDoc: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

92.  lazy val pyClassName: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

93.  def pyExtraEstimatorImports: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

94.  def pyExtraEstimatorMethods: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

95.  lazy val pyInheritedClasses: Seq[String]

    Attributes

    protected

    Definition Classes

    PythonWrappable

96.  def pyInitFunc(): String

    Definition Classes

    PythonWrappable

97.  lazy val pyInternalWrapper: Boolean

    Attributes

    protected

    Definition Classes

    PythonWrappable

98.  lazy val pyObjectBaseClass: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

99.  def pyParamArg[T](p: Param[T]): String

    Attributes

    protected

    Definition Classes

    PythonWrappable

100.  def pyParamDefault[T](p: Param[T]): Option[String]

     Attributes

     protected

     Definition Classes

     PythonWrappable

101.  def pyParamGetter(p: Param[_]): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

102.  def pyParamSetter(p: Param[_]): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

103.  def pyParamsArgs: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

104.  def pyParamsDefaults: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

105.  lazy val pyParamsDefinitions: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

106.  def pyParamsGetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

107.  def pyParamsSetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

108.  def pythonClass(): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

109.  def rClass(): String

     Attributes

     protected

     Definition Classes

     RWrappable

110.  def rDocString: String

     Attributes

     protected

     Definition Classes

     RWrappable

111.  def rExtraBodyLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

112.  def rExtraInitLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

113.  lazy val rFuncName: String

     Attributes

     protected

     Definition Classes

     RWrappable

114.  lazy val rInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     RWrappable

115.  def rParamArg[T](p: Param[T]): String

     Attributes

     protected

     Definition Classes

     RWrappable

116.  def rParamsArgs: String

     Attributes

     protected

     Definition Classes

     RWrappable

117.  def rSetterLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

118.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

119.  final def set(paramPair: ParamPair[_]): TrainedRegressorModel.this.type

     Attributes

     protected

     Definition Classes

     Params

120.  final def set(param: String, value: Any): TrainedRegressorModel.this.type

     Attributes

     protected

     Definition Classes

     Params

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

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

124.  def setFeaturesCol(value: String): TrainedRegressorModel.this.type
     Definition Classes

     HasFeaturesCol

125.  def setLabelCol(value: String): TrainedRegressorModel.this.type
     Definition Classes

     HasLabelCol

126.  def setModel(v: PipelineModel): TrainedRegressorModel.this.type

     Definition Classes

     AutoTrainedModel

127.  def setParent(parent: Estimator[TrainedRegressorModel]): TrainedRegressorModel

     Definition Classes

     Model

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

     Definition Classes

     AnyRef

129.  val thisStage: Params

     Attributes

     protected

     Definition Classes

     BaseWrappable

130.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

131.  def transform(dataset: Dataset[_]): DataFrame

     Definition Classes

     TrainedRegressorModel → Transformer

132.  def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

133.  def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

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

     Definition Classes

     TrainedRegressorModel → PipelineStage

     Annotations

     @DeveloperApi()

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

136.  val uid: String

     Definition Classes

     TrainedRegressorModel → SynapseMLLogging → Identifiable

137.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

140.  def write: MLWriter

     Definition Classes

     ComplexParamsWritable → MLWritable