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

    Definition Classes

    AnyRef

18.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

20.  def explainParams(): String

    Definition Classes

    Params

21.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

23.  final val featuresCol: Param[String]

    Definition Classes

    IsolationForestParams

24.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    Definition Classes

    IsolationForest → Estimator

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" )

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

    Definition Classes

    Estimator

    Annotations

    @Since( "2.0.0" ) @varargs()

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

    Definition Classes

    Params

30.  final def getBootstrap: Boolean

    Definition Classes

    IsolationForestParams

31.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

32.  final def getContamination: Double

    Definition Classes

    IsolationForestParams

33.  final def getContaminationError: Double

    Definition Classes

    IsolationForestParams

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

    Definition Classes

    Params

35.  final def getFeaturesCol: String

    Definition Classes

    IsolationForestParams

36.  final def getMaxFeatures: Double

    Definition Classes

    IsolationForestParams

37.  final def getMaxSamples: Double

    Definition Classes

    IsolationForestParams

38.  final def getNumEstimators: Int

    Definition Classes

    IsolationForestParams

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

    Definition Classes

    Params

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

    Definition Classes

    Params

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

    Definition Classes

    BaseWrappable

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

43.  final def getPredictionCol: String

    Definition Classes

    IsolationForestParams

44.  final def getRandomSeed: Long

    Definition Classes

    IsolationForestParams

45.  final def getScoreCol: String

    Definition Classes

    IsolationForestParams

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

    Definition Classes

    Params

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

    Definition Classes

    Params

48.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    Params

52.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

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

    Definition Classes

    Params

54.  def isTraceEnabled(): Boolean

    Attributes

    protected

    Definition Classes

    Logging

55.  def log: Logger

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

67.  def logName: String

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    PythonWrappable

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

    Definition Classes

    RWrappable

76.  final val maxFeatures: DoubleParam

    Definition Classes

    IsolationForestParams

77.  final val maxSamples: DoubleParam

    Definition Classes

    IsolationForestParams

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

    Definition Classes

    AnyRef

79.  final def notify(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

80.  final def notifyAll(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

81.  final val numEstimators: IntParam

    Definition Classes

    IsolationForestParams

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

    Definition Classes

    Params

83.  final val predictionCol: Param[String]

    Definition Classes

    IsolationForestParams

84.  def pyAdditionalMethods: String

    Definition Classes

    PythonWrappable

85.  lazy val pyClassDoc: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

86.  lazy val pyClassName: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

87.  def pyExtraEstimatorImports: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

88.  def pyExtraEstimatorMethods: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

89.  lazy val pyInheritedClasses: Seq[String]

    Attributes

    protected

    Definition Classes

    PythonWrappable

90.  def pyInitFunc(): String

    Definition Classes

    PythonWrappable

91.  lazy val pyInternalWrapper: Boolean

    Attributes

    protected

    Definition Classes

    PythonWrappable

92.  lazy val pyObjectBaseClass: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

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

    Attributes

    protected

    Definition Classes

    PythonWrappable

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

    Attributes

    protected

    Definition Classes

    PythonWrappable

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

    Attributes

    protected

    Definition Classes

    PythonWrappable

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

    Attributes

    protected

    Definition Classes

    PythonWrappable

97.  def pyParamsArgs: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

98.  def pyParamsDefaults: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

99.  lazy val pyParamsDefinitions: String

    Attributes

    protected

    Definition Classes

    PythonWrappable

100.  def pyParamsGetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

101.  def pyParamsSetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

102.  def pythonClass(): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

103.  def rClass(): String

     Attributes

     protected

     Definition Classes

     RWrappable

104.  def rDocString: String

     Attributes

     protected

     Definition Classes

     RWrappable

105.  def rExtraBodyLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

106.  def rExtraInitLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

107.  lazy val rFuncName: String

     Attributes

     protected

     Definition Classes

     RWrappable

108.  lazy val rInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     RWrappable

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

     Attributes

     protected

     Definition Classes

     RWrappable

110.  def rParamsArgs: String

     Attributes

     protected

     Definition Classes

     RWrappable

111.  def rSetterLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

112.  final val randomSeed: LongParam

     Definition Classes

     IsolationForestParams

113.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

114.  final val scoreCol: Param[String]

     Definition Classes

     IsolationForestParams

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

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

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

     Definition Classes

     Params

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

     Definition Classes

     IsolationForestParams

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

     Definition Classes

     IsolationForestParams

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

     Definition Classes

     IsolationForestParams

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

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected[org.apache.spark.ml]

     Definition Classes

     Params

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

     Definition Classes

     IsolationForestParams

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

     Definition Classes

     IsolationForestParams

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

     Definition Classes

     IsolationForestParams

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

     Definition Classes

     IsolationForestParams

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

     Definition Classes

     IsolationForestParams

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

     Definition Classes

     IsolationForestParams

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

     Definition Classes

     IsolationForestParams

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

     Definition Classes

     AnyRef

131.  val that: linkedin.relevance.isolationforest.IsolationForest
132.  val thisStage: Params

     Attributes

     protected

     Definition Classes

     BaseWrappable

133.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Definition Classes

     IsolationForest → PipelineStage

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

136.  val uid: String

     Definition Classes

     IsolationForest → 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