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 allModelMetrics: DataFrameParam
6.  final def asInstanceOf[T0]: T0

   Definition Classes

   Any

7.  val bestModel: TransformerParam

   Definition Classes

   HasBestModel

8.  val bestModelMetrics: DataFrameParam
9.  lazy val classNameHelper: String

   Attributes

   protected

   Definition Classes

   BaseWrappable

10.  final def clear(param: Param[_]): BestModel.this.type

    Definition Classes

    Params

11.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

12.  def companionModelClassName: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

13.  def copy(extra: ParamMap): BestModel

    Definition Classes

    BestModel → Model → Transformer → PipelineStage → Params

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

    Attributes

    protected

    Definition Classes

    Params

15.  lazy val copyrightLines: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

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

    Attributes

    protected

    Definition Classes

    Params

17.  def dotnetAdditionalMethods: String

    Definition Classes

    DotnetWrappable

18.  def dotnetClass(): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

19.  lazy val dotnetClassName: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

20.  lazy val dotnetClassNameString: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

21.  lazy val dotnetClassWrapperName: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

22.  lazy val dotnetCopyrightLines: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

23.  def dotnetExtraEstimatorImports: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

24.  def dotnetExtraMethods: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

25.  lazy val dotnetInternalWrapper: Boolean

    Attributes

    protected

    Definition Classes

    DotnetWrappable

26.  def dotnetMLReadWriteMethods: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

27.  lazy val dotnetNamespace: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

28.  lazy val dotnetObjectBaseClass: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

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

    Attributes

    protected

    Definition Classes

    DotnetWrappable

30.  def dotnetParamGetters: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

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

    Attributes

    protected

    Definition Classes

    DotnetWrappable

32.  def dotnetParamSetters: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

33.  def dotnetWrapAsTypeMethod: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

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

    Definition Classes

    AnyRef

35.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

37.  def explainParams(): String

    Definition Classes

    Params

38.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

40.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    Definition Classes

    Params

42.  def getAllModelMetrics: Dataset[_]

    Gets a table of metrics from all models compared from the evaluation comparison.

    Gets a table of metrics from all models compared from the evaluation comparison.

    returns

    The model metrics results from all models.

43.  def getBestModel: Transformer

    The best model found during evaluation.

    The best model found during evaluation.

    returns

    The best model.

    Definition Classes

    HasBestModel

44.  def getBestModelMetrics: Dataset[_]

    Gets all of the best model metrics results from the evaluator.

    Gets all of the best model metrics results from the evaluator.

    returns

    All of the best model metrics results.

45.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Definition Classes

    Params

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

    Definition Classes

    Params

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

    Definition Classes

    Params

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

    Definition Classes

    BaseWrappable

50.  def getRocCurve: Dataset[_]

    Gets the ROC curve with TPR, FPR.

    Gets the ROC curve with TPR, FPR.

    returns

    The evaluation results.

51.  def getScoredDataset: DataFrame

    Gets the scored dataset.

    Gets the scored dataset.

    returns

    The scored dataset for the best model.

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

    Definition Classes

    Params

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

    Definition Classes

    Params

54.  def hasParent: Boolean

    Definition Classes

    Model

55.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    Params

59.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

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

    Definition Classes

    Params

61.  def isTraceEnabled(): Boolean

    Attributes

    protected

    Definition Classes

    Logging

62.  def log: Logger

    Attributes

    protected

    Definition Classes

    Logging

63.  def logBase(info: SynapseMLLogInfo): Unit

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

64.  def logBase(methodName: String, columns: Option[Int]): Unit

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

65.  def logClass(): 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 logTrain[T](f: ⇒ T, columns: Int): T

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

79.  def logVerb[T](verb: String, f: ⇒ T, columns: Int = -1): T

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    DotnetWrappable

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

    Definition Classes

    PythonWrappable

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

    Definition Classes

    RWrappable

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[BestModel]

    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

    BestModel → 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.  val rocCurve: DataFrameParam
119.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

120.  val scoredDataset: DataFrameParam
121.  final def set(paramPair: ParamPair[_]): BestModel.this.type

     Attributes

     protected

     Definition Classes

     Params

122.  final def set(param: String, value: Any): BestModel.this.type

     Attributes

     protected

     Definition Classes

     Params

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

     Definition Classes

     Params

124.  def setAllModelMetrics(v: DataFrame): BestModel.this.type
125.  def setBestModel(v: Transformer): BestModel.this.type

     Definition Classes

     HasBestModel

126.  def setBestModelMetrics(v: DataFrame): BestModel.this.type
127.  final def setDefault(paramPairs: ParamPair[_]*): BestModel.this.type

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

129.  def setParent(parent: Estimator[BestModel]): BestModel

     Definition Classes

     Model

130.  def setRocCurve(v: DataFrame): BestModel.this.type
131.  def setScoredDataset(v: DataFrame): BestModel.this.type
132.  final def synchronized[T0](arg0: ⇒ T0): T0

     Definition Classes

     AnyRef

133.  val thisStage: Params

     Attributes

     protected

     Definition Classes

     BaseWrappable

134.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Definition Classes

     BestModel → Transformer

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

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

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

     Definition Classes

     BestModel → PipelineStage

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

140.  val uid: String

     Definition Classes

     BestModel → SynapseMLLogging → Identifiable

141.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

144.  def write: MLWriter

     Definition Classes

     ComplexParamsWritable → MLWritable