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[_]): ComputeModelStatistics.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): Transformer

    Definition Classes

    ComputeModelStatistics → 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.  val evaluationMetric: Param[String]

    Definition Classes

    HasEvaluationMetric

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

    Definition Classes

    Params

35.  def explainParams(): String

    Definition Classes

    Params

36.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

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 getEvaluationMetric: String
    Definition Classes

    HasEvaluationMetric

43.  def getLabelCol: String
    Definition Classes

    HasLabelCol

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

    Definition Classes

    Params

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

    Definition Classes

    Params

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

    Definition Classes

    BaseWrappable

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

48.  def getScoredLabelsCol: String
    Definition Classes

    HasScoredLabelsCol

49.  def getScoresCol: String
    Definition Classes

    HasScoresCol

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

    Definition Classes

    Params

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

    Definition Classes

    Params

52.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    Params

56.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

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

    Definition Classes

    Params

58.  def isTraceEnabled(): Boolean

    Attributes

    protected

    Definition Classes

    Logging

59.  val labelCol: Param[String]

    The name of the label column

    The name of the label column

    Definition Classes

    HasLabelCol

60.  def log: Logger

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

72.  def logName: String

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    DotnetWrappable

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

    Definition Classes

    PythonWrappable

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

    Definition Classes

    RWrappable

82.  lazy val metricsLogger: MetricsLogger
83.  final def ne(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

84.  final def notify(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

85.  final def notifyAll(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

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

    Definition Classes

    Params

87.  def pyAdditionalMethods: String

    Definition Classes

    PythonWrappable

88.  lazy val pyClassDoc: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

89.  lazy val pyClassName: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

90.  def pyExtraEstimatorImports: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

91.  def pyExtraEstimatorMethods: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

92.  lazy val pyInheritedClasses: Seq[String]

    Attributes

    protected

    Definition Classes

    PythonWrappable

93.  def pyInitFunc(): String

    Definition Classes

    PythonWrappable

94.  lazy val pyInternalWrapper: Boolean

    Attributes

    protected

    Definition Classes

    PythonWrappable

95.  lazy val pyObjectBaseClass: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

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

    Attributes

    protected

    Definition Classes

    PythonWrappable

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

    Attributes

    protected

    Definition Classes

    PythonWrappable

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

    Attributes

    protected

    Definition Classes

    PythonWrappable

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

    Attributes

    protected

    Definition Classes

    PythonWrappable

100.  def pyParamsArgs: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

101.  def pyParamsDefaults: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

102.  lazy val pyParamsDefinitions: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

103.  def pyParamsGetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

104.  def pyParamsSetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

105.  def pythonClass(): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

106.  def rClass(): String

     Attributes

     protected

     Definition Classes

     RWrappable

107.  def rDocString: String

     Attributes

     protected

     Definition Classes

     RWrappable

108.  def rExtraBodyLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

109.  def rExtraInitLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

110.  lazy val rFuncName: String

     Attributes

     protected

     Definition Classes

     RWrappable

111.  lazy val rInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     RWrappable

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

     Attributes

     protected

     Definition Classes

     RWrappable

113.  def rParamsArgs: String

     Attributes

     protected

     Definition Classes

     RWrappable

114.  def rSetterLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

115.  var rocCurve: DataFrame

     The ROC curve evaluated for a binary classifier.

116.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

117.  val scoredLabelsCol: Param[String]

     The name of the scored labels column

     The name of the scored labels column

     Definition Classes

     HasScoredLabelsCol

118.  val scoresCol: Param[String]

     The name of the scores column

     The name of the scores column

     Definition Classes

     HasScoresCol

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

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

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

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

124.  def setEvaluationMetric(value: String): ComputeModelStatistics.this.type
     Definition Classes

     HasEvaluationMetric

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

     HasLabelCol

126.  def setScoredLabelsCol(value: String): ComputeModelStatistics.this.type
     Definition Classes

     HasScoredLabelsCol

127.  def setScoresCol(value: String): ComputeModelStatistics.this.type
     Definition Classes

     HasScoresCol

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

     Calculates the metrics for the given dataset and model.

     Calculates the metrics for the given dataset and model.

     dataset

     the dataset to calculate the metrics for

     returns

     DataFrame whose columns contain the calculated metrics

     Definition Classes

     ComputeModelStatistics → 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

     ComputeModelStatistics → PipelineStage

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

136.  val uid: String

     Definition Classes

     ComputeModelStatistics → 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

     DefaultParamsWritable → MLWritable