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 backgroundData: DataFrameParam

   Definition Classes

   HasBackgroundData

7.  lazy val classNameHelper: String

   Attributes

   protected

   Definition Classes

   BaseWrappable

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

   Definition Classes

   Params

9.  def clone(): AnyRef

   Attributes

   protected[lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... ) @native()

10.  val coalitionField: String

    Attributes

    protected

    Definition Classes

    KernelSHAPBase

11.  def companionModelClassName: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

12.  def copy(extra: ParamMap): Transformer

    Definition Classes

    KernelSHAPBase → Transformer → PipelineStage → Params

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

    Attributes

    protected

    Definition Classes

    Params

14.  lazy val copyrightLines: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

15.  def createSamples(df: DataFrame, idCol: String, coalitionCol: String, weightCol: String, targetClassesCol: String): DataFrame

    Attributes

    protected

    Definition Classes

    TabularSHAP → KernelSHAPBase

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.  final def getBackgroundData: DataFrame

    Definition Classes

    HasBackgroundData

43.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Definition Classes

    Params

45.  def getInfWeight: Double

    Definition Classes

    KernelSHAPParams

46.  final def getInputCols: Array[String]

    Definition Classes

    HasInputCols

47.  final def getMetricsCol: String

    Definition Classes

    HasMetricsCol

48.  final def getModel: Transformer

    Definition Classes

    HasModel

49.  final def getNumSamples: Int

    Definition Classes

    HasNumSamples

50.  final def getNumSamplesOpt: Option[Int]

    Definition Classes

    HasNumSamples

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

    Definition Classes

    Params

52.  final def getOutputCol: String

    Definition Classes

    HasOutputCol

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

    Definition Classes

    Params

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

    Definition Classes

    BaseWrappable

55.  def getSampleSchema(sampleType: DataType): DataType

    Attributes

    protected

    Definition Classes

    KernelSHAPBase

56.  final def getTargetClasses: Array[Int]

    Definition Classes

    HasExplainTarget

57.  final def getTargetClassesCol: String

    Definition Classes

    HasExplainTarget

58.  final def getTargetCol: String

    Definition Classes

    HasExplainTarget

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

    Definition Classes

    Params

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

    Definition Classes

    Params

61.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

62.  val infWeight: DoubleParam

    Definition Classes

    KernelSHAPParams

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

65.  final val inputCols: StringArrayParam

    Definition Classes

    HasInputCols

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

    Definition Classes

    Params

67.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

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

    Definition Classes

    Params

69.  def isTraceEnabled(): Boolean

    Attributes

    protected

    Definition Classes

    Logging

70.  def log: Logger

    Attributes

    protected

    Definition Classes

    Logging

71.  def logBase(methodName: String): Unit

    Attributes

    protected

    Definition Classes

    BasicLogging

72.  def logClass(): Unit

    Definition Classes

    BasicLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    BasicLogging

78.  def logFit[T](f: ⇒ T): T

    Definition Classes

    BasicLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

81.  def logName: String

    Attributes

    protected

    Definition Classes

    Logging

82.  def logPredict[T](f: ⇒ T): T

    Definition Classes

    BasicLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

85.  def logTrain[T](f: ⇒ T): T

    Definition Classes

    BasicLogging

86.  def logTransform[T](f: ⇒ T): T

    Definition Classes

    BasicLogging

87.  def logVerb[T](verb: String, f: ⇒ T): T

    Definition Classes

    BasicLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    DotnetWrappable

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

    Definition Classes

    PythonWrappable

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

    Definition Classes

    RWrappable

93.  final val metricsCol: Param[String]

    Definition Classes

    HasMetricsCol

94.  final val model: TransformerParam

    Definition Classes

    HasModel

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

    Definition Classes

    AnyRef

96.  final def notify(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

97.  final def notifyAll(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

98.  final val numSamples: IntParam

    Definition Classes

    HasNumSamples

99.  final val outputCol: Param[String]

    Definition Classes

    HasOutputCol

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

     Definition Classes

     Params

101.  def preprocess(df: DataFrame): DataFrame

     Attributes

     protected

     Definition Classes

     LocalExplainer

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.  val sampleField: String

     Attributes

     protected

     Definition Classes

     KernelSHAPBase

131.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

132.  final def set(paramPair: ParamPair[_]): TabularSHAP.this.type

     Attributes

     protected

     Definition Classes

     Params

133.  final def set(param: String, value: Any): TabularSHAP.this.type

     Attributes

     protected

     Definition Classes

     Params

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

     Definition Classes

     Params

135.  final def setBackgroundData(value: DataFrame): TabularSHAP.this.type

     Definition Classes

     HasBackgroundData

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

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

138.  def setInfWeight(value: Double): TabularSHAP.this.type

     Definition Classes

     KernelSHAPParams

139.  def setInputCols(values: Array[String]): TabularSHAP.this.type
140.  final def setMetricsCol(v: String): TabularSHAP.this.type

     Definition Classes

     HasMetricsCol

141.  final def setModel(v: Transformer): TabularSHAP.this.type

     Definition Classes

     HasModel

142.  final def setNumSamples(value: Int): TabularSHAP.this.type

     Definition Classes

     HasNumSamples

143.  final def setOutputCol(value: String): TabularSHAP.this.type

     Definition Classes

     LocalExplainer

144.  final def setTargetClasses(values: Array[Int]): TabularSHAP.this.type

     Definition Classes

     HasExplainTarget

145.  final def setTargetClassesCol(value: String): TabularSHAP.this.type

     Definition Classes

     HasExplainTarget

146.  final def setTargetCol(value: String): TabularSHAP.this.type

     Definition Classes

     HasExplainTarget

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

     Definition Classes

     AnyRef

148.  final val targetClasses: IntArrayParam

     Definition Classes

     HasExplainTarget

149.  final val targetClassesCol: Param[String]

     Definition Classes

     HasExplainTarget

150.  final val targetCol: Param[String]

     Definition Classes

     HasExplainTarget

151.  val thisStage: Params

     Attributes

     protected

     Definition Classes

     BaseWrappable

152.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

153.  def transform(instances: Dataset[_]): DataFrame

     Definition Classes

     KernelSHAPBase → Transformer

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

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

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

     Definition Classes

     KernelSHAPBase → LocalExplainer → PipelineStage

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

158.  val uid: String

     Definition Classes

     TabularSHAP → KernelSHAPBase → BasicLogging → Identifiable

159.  def validateSchema(schema: StructType): Unit

     Definition Classes

     TabularSHAP → HasMetricsCol → LocalExplainer → HasExplainTarget → CanValidateSchema

160.  val ver: String

     Definition Classes

     BasicLogging

161.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

164.  val weightField: String

     Attributes

     protected

     Definition Classes

     KernelSHAPBase

165.  def write: MLWriter

     Definition Classes

     ComplexParamsWritable → MLWritable