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.  final val bootstrap: BooleanParam

   Definition Classes

   IsolationForestParams

7.  lazy val classNameHelper: String

   Attributes

   protected

   Definition Classes

   BaseWrappable

8.  final def clear(param: Param[_]): IsolationForest.this.type

   Definition Classes

   Params

9.  def clone(): AnyRef

   Attributes

   protected[lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... ) @native()

10.  def companionModelClassName: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

11.  final val contamination: DoubleParam

    Definition Classes

    IsolationForestParams

12.  final val contaminationError: DoubleParam

    Definition Classes

    IsolationForestParams

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

    Definition Classes

    IsolationForest → Estimator → 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.  final val featuresCol: Param[String]

    Definition Classes

    IsolationForestParams

41.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

42.  def fit(dataset: Dataset[_]): IsolationForestModel

    Definition Classes

    IsolationForest → Estimator

43.  def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[IsolationForestModel]

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

44.  def fit(dataset: Dataset[_], paramMap: ParamMap): IsolationForestModel

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    Definition Classes

    Params

47.  final def getBootstrap: Boolean

    Definition Classes

    IsolationForestParams

48.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

49.  final def getContamination: Double

    Definition Classes

    IsolationForestParams

50.  final def getContaminationError: Double

    Definition Classes

    IsolationForestParams

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

    Definition Classes

    Params

52.  final def getFeaturesCol: String

    Definition Classes

    IsolationForestParams

53.  final def getMaxFeatures: Double

    Definition Classes

    IsolationForestParams

54.  final def getMaxSamples: Double

    Definition Classes

    IsolationForestParams

55.  final def getNumEstimators: Int

    Definition Classes

    IsolationForestParams

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

    Definition Classes

    Params

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

    Definition Classes

    Params

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

    Definition Classes

    BaseWrappable

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

60.  final def getPredictionCol: String

    Definition Classes

    IsolationForestParams

61.  final def getRandomSeed: Long

    Definition Classes

    IsolationForestParams

62.  final def getScoreCol: String

    Definition Classes

    IsolationForestParams

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

    Definition Classes

    Params

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

    Definition Classes

    Params

65.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    Params

69.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

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

    Definition Classes

    Params

71.  def isTraceEnabled(): Boolean

    Attributes

    protected

    Definition Classes

    Logging

72.  def log: Logger

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

84.  def logName: String

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    DotnetWrappable

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

    Definition Classes

    PythonWrappable

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

    Definition Classes

    RWrappable

94.  final val maxFeatures: DoubleParam

    Definition Classes

    IsolationForestParams

95.  final val maxSamples: DoubleParam

    Definition Classes

    IsolationForestParams

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

    Definition Classes

    AnyRef

97.  final def notify(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

98.  final def notifyAll(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

99.  final val numEstimators: IntParam

    Definition Classes

    IsolationForestParams

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

     Definition Classes

     Params

101.  final val predictionCol: Param[String]

     Definition Classes

     IsolationForestParams

102.  def pyAdditionalMethods: String

     Definition Classes

     PythonWrappable

103.  lazy val pyClassDoc: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

104.  lazy val pyClassName: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

105.  def pyExtraEstimatorImports: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

106.  def pyExtraEstimatorMethods: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

107.  lazy val pyInheritedClasses: Seq[String]

     Attributes

     protected

     Definition Classes

     PythonWrappable

108.  def pyInitFunc(): String

     Definition Classes

     PythonWrappable

109.  lazy val pyInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     PythonWrappable

110.  lazy val pyObjectBaseClass: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

115.  def pyParamsArgs: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

116.  def pyParamsDefaults: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

117.  lazy val pyParamsDefinitions: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

118.  def pyParamsGetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

119.  def pyParamsSetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

120.  def pythonClass(): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

121.  def rClass(): String

     Attributes

     protected

     Definition Classes

     RWrappable

122.  def rDocString: String

     Attributes

     protected

     Definition Classes

     RWrappable

123.  def rExtraBodyLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

124.  def rExtraInitLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

125.  lazy val rFuncName: String

     Attributes

     protected

     Definition Classes

     RWrappable

126.  lazy val rInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     RWrappable

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

     Attributes

     protected

     Definition Classes

     RWrappable

128.  def rParamsArgs: String

     Attributes

     protected

     Definition Classes

     RWrappable

129.  def rSetterLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

130.  final val randomSeed: LongParam

     Definition Classes

     IsolationForestParams

131.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

132.  final val scoreCol: Param[String]

     Definition Classes

     IsolationForestParams

133.  final def set(paramPair: ParamPair[_]): IsolationForest.this.type

     Attributes

     protected

     Definition Classes

     Params

134.  final def set(param: String, value: Any): IsolationForest.this.type

     Attributes

     protected

     Definition Classes

     Params

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

     Definition Classes

     Params

136.  def setBootstrap(value: Boolean): IsolationForest.this.type

     Definition Classes

     IsolationForestParams

137.  def setContamination(value: Double): IsolationForest.this.type

     Definition Classes

     IsolationForestParams

138.  def setContaminationError(value: Double): IsolationForest.this.type

     Definition Classes

     IsolationForestParams

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

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

141.  def setFeaturesCol(value: String): IsolationForest.this.type

     Definition Classes

     IsolationForestParams

142.  def setMaxFeatures(value: Double): IsolationForest.this.type

     Definition Classes

     IsolationForestParams

143.  def setMaxSamples(value: Double): IsolationForest.this.type

     Definition Classes

     IsolationForestParams

144.  def setNumEstimators(value: Int): IsolationForest.this.type

     Definition Classes

     IsolationForestParams

145.  def setPredictionCol(value: String): IsolationForest.this.type

     Definition Classes

     IsolationForestParams

146.  def setRandomSeed(value: Long): IsolationForest.this.type

     Definition Classes

     IsolationForestParams

147.  def setScoreCol(value: String): IsolationForest.this.type

     Definition Classes

     IsolationForestParams

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

     Definition Classes

     AnyRef

149.  val that: linkedin.relevance.isolationforest.IsolationForest
150.  val thisStage: Params

     Attributes

     protected

     Definition Classes

     BaseWrappable

151.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Definition Classes

     IsolationForest → PipelineStage

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

154.  val uid: String

     Definition Classes

     IsolationForest → SynapseMLLogging → Identifiable

155.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

158.  def write: MLWriter

     Definition Classes

     DefaultParamsWritable → MLWritable