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.  val categoricalFeatures: StringArrayParam
8.  lazy val classNameHelper: String

   Attributes

   protected

   Definition Classes

   BaseWrappable

9.  final def clear(param: Param[_]): TabularLIME.this.type

   Definition Classes

   Params

10.  def clone(): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... ) @native()

11.  def companionModelClassName: String

    Attributes

    protected

    Definition Classes

    BaseWrappable

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

    Definition Classes

    LIMEBase → 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, stateCol: String, distanceCol: String, targetClassesCol: String): DataFrame

    Attributes

    protected

    Definition Classes

    TabularLIME → LIMEBase

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

    Attributes

    protected

    Definition Classes

    Params

17.  val distanceField: String

    Attributes

    protected

    Definition Classes

    LIMEBase

18.  def dotnetAdditionalMethods: String

    Definition Classes

    DotnetWrappable

19.  def dotnetClass(): String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

20.  lazy val dotnetClassName: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

21.  lazy val dotnetClassNameString: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

22.  lazy val dotnetClassWrapperName: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

23.  lazy val dotnetCopyrightLines: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

24.  def dotnetExtraEstimatorImports: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

25.  def dotnetExtraMethods: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

26.  lazy val dotnetInternalWrapper: Boolean

    Attributes

    protected

    Definition Classes

    DotnetWrappable

27.  def dotnetMLReadWriteMethods: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

28.  lazy val dotnetNamespace: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

29.  lazy val dotnetObjectBaseClass: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

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

    Attributes

    protected

    Definition Classes

    DotnetWrappable

31.  def dotnetParamGetters: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

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

    Attributes

    protected

    Definition Classes

    DotnetWrappable

33.  def dotnetParamSetters: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

34.  def dotnetWrapAsTypeMethod: String

    Attributes

    protected

    Definition Classes

    DotnetWrappable

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

    Definition Classes

    AnyRef

36.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

38.  def explainParams(): String

    Definition Classes

    Params

39.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

41.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    Definition Classes

    Params

43.  final def getBackgroundData: DataFrame

    Definition Classes

    HasBackgroundData

44.  def getCategoricalFeatures: Array[String]
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 getInputCols: Array[String]

    Definition Classes

    HasInputCols

48.  def getKernelWidth: Double

    Definition Classes

    LIMEParams

49.  final def getMetricsCol: String

    Definition Classes

    HasMetricsCol

50.  final def getModel: Transformer

    Definition Classes

    HasModel

51.  final def getNumSamples: Int

    Definition Classes

    HasNumSamples

52.  final def getNumSamplesOpt: Option[Int]

    Definition Classes

    HasNumSamples

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

    Definition Classes

    Params

54.  final def getOutputCol: String

    Definition Classes

    HasOutputCol

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

    Definition Classes

    Params

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

    Definition Classes

    BaseWrappable

57.  def getRegularization: Double

    Definition Classes

    LIMEParams

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

    Attributes

    protected

    Definition Classes

    LIMEBase

59.  final def getTargetClasses: Array[Int]

    Definition Classes

    HasExplainTarget

60.  final def getTargetClassesCol: String

    Definition Classes

    HasExplainTarget

61.  final def getTargetCol: String

    Definition Classes

    HasExplainTarget

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

    Definition Classes

    Params

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

    Definition Classes

    Params

64.  def hashCode(): Int

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

67.  final val inputCols: StringArrayParam

    Definition Classes

    HasInputCols

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.  val kernelWidth: DoubleParam

    Definition Classes

    LIMEParams

73.  def log: Logger

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

76.  def logClass(): Unit

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

85.  def logName: String

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    DotnetWrappable

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

    Definition Classes

    PythonWrappable

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

    Definition Classes

    RWrappable

96.  final val metricsCol: Param[String]

    Definition Classes

    HasMetricsCol

97.  final val model: TransformerParam

    Definition Classes

    HasModel

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

    Definition Classes

    AnyRef

99.  final def notify(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

100.  final def notifyAll(): Unit

     Definition Classes

     AnyRef

     Annotations

     @native()

101.  final val numSamples: IntParam

     Definition Classes

     HasNumSamples

102.  final val outputCol: Param[String]

     Definition Classes

     HasOutputCol

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

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     LocalExplainer

105.  def pyAdditionalMethods: String

     Definition Classes

     PythonWrappable

106.  lazy val pyClassDoc: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

107.  lazy val pyClassName: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

108.  def pyExtraEstimatorImports: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

109.  def pyExtraEstimatorMethods: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

110.  lazy val pyInheritedClasses: Seq[String]

     Attributes

     protected

     Definition Classes

     PythonWrappable

111.  def pyInitFunc(): String

     Definition Classes

     PythonWrappable

112.  lazy val pyInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     PythonWrappable

113.  lazy val pyObjectBaseClass: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

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

     Attributes

     protected

     Definition Classes

     PythonWrappable

118.  def pyParamsArgs: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

119.  def pyParamsDefaults: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

120.  lazy val pyParamsDefinitions: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

121.  def pyParamsGetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

122.  def pyParamsSetters: String

     Attributes

     protected

     Definition Classes

     PythonWrappable

123.  def pythonClass(): String

     Attributes

     protected

     Definition Classes

     PythonWrappable

124.  def rClass(): String

     Attributes

     protected

     Definition Classes

     RWrappable

125.  def rDocString: String

     Attributes

     protected

     Definition Classes

     RWrappable

126.  def rExtraBodyLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

127.  def rExtraInitLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

128.  lazy val rFuncName: String

     Attributes

     protected

     Definition Classes

     RWrappable

129.  lazy val rInternalWrapper: Boolean

     Attributes

     protected

     Definition Classes

     RWrappable

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

     Attributes

     protected

     Definition Classes

     RWrappable

131.  def rParamsArgs: String

     Attributes

     protected

     Definition Classes

     RWrappable

132.  def rSetterLines: String

     Attributes

     protected

     Definition Classes

     RWrappable

133.  val regularization: DoubleParam

     Definition Classes

     LIMEParams

134.  val sampleField: String

     Attributes

     protected

     Definition Classes

     LIMEBase

135.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

136.  final def set(paramPair: ParamPair[_]): TabularLIME.this.type

     Attributes

     protected

     Definition Classes

     Params

137.  final def set(param: String, value: Any): TabularLIME.this.type

     Attributes

     protected

     Definition Classes

     Params

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

     Definition Classes

     Params

139.  final def setBackgroundData(value: DataFrame): TabularLIME.this.type

     Definition Classes

     HasBackgroundData

140.  def setCategoricalFeatures(values: Array[String]): TabularLIME.this.type
141.  final def setDefault(paramPairs: ParamPair[_]*): TabularLIME.this.type

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

143.  def setInputCols(values: Array[String]): TabularLIME.this.type
144.  def setKernelWidth(v: Double): TabularLIME.this.type

     Definition Classes

     LIMEParams

145.  final def setMetricsCol(v: String): TabularLIME.this.type

     Definition Classes

     HasMetricsCol

146.  final def setModel(v: Transformer): TabularLIME.this.type

     Definition Classes

     HasModel

147.  final def setNumSamples(value: Int): TabularLIME.this.type

     Definition Classes

     HasNumSamples

148.  final def setOutputCol(value: String): TabularLIME.this.type

     Definition Classes

     LocalExplainer

149.  def setRegularization(v: Double): TabularLIME.this.type

     Definition Classes

     LIMEParams

150.  final def setTargetClasses(values: Array[Int]): TabularLIME.this.type

     Definition Classes

     HasExplainTarget

151.  final def setTargetClassesCol(value: String): TabularLIME.this.type

     Definition Classes

     HasExplainTarget

152.  final def setTargetCol(value: String): TabularLIME.this.type

     Definition Classes

     HasExplainTarget

153.  val stateField: String

     Attributes

     protected

     Definition Classes

     LIMEBase

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

     Definition Classes

     AnyRef

155.  final val targetClasses: IntArrayParam

     Definition Classes

     HasExplainTarget

156.  final val targetClassesCol: Param[String]

     Definition Classes

     HasExplainTarget

157.  final val targetCol: Param[String]

     Definition Classes

     HasExplainTarget

158.  val thisStage: Params

     Attributes

     protected

     Definition Classes

     BaseWrappable

159.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Definition Classes

     LIMEBase → Transformer

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

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

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

     Definition Classes

     LIMEBase → LocalExplainer → PipelineStage

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

165.  val uid: String

     Definition Classes

     TabularLIME → LIMEBase → SynapseMLLogging → Identifiable

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

     Attributes

     protected

     Definition Classes

     TabularLIME → HasMetricsCol → LocalExplainer → HasExplainTarget → CanValidateSchema

167.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

170.  def write: MLWriter

     Definition Classes

     ComplexParamsWritable → MLWritable