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

    Definition Classes

    AnyRef

19.  def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

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

    Definition Classes

    Params

21.  def explainParams(): String

    Definition Classes

    Params

22.  final def extractParamMap(): ParamMap

    Definition Classes

    Params

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

    Definition Classes

    Params

24.  def finalize(): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

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

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

    Definition Classes

    Params

26.  final def getBackgroundData: DataFrame

    Definition Classes

    HasBackgroundData

27.  def getCategoricalFeatures: Array[String]
28.  final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

    Annotations

    @native()

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

    Definition Classes

    Params

30.  final def getInputCols: Array[String]

    Definition Classes

    HasInputCols

31.  def getKernelWidth: Double

    Definition Classes

    LIMEParams

32.  final def getMetricsCol: String

    Definition Classes

    HasMetricsCol

33.  final def getModel: Transformer

    Definition Classes

    HasModel

34.  final def getNumSamples: Int

    Definition Classes

    HasNumSamples

35.  final def getNumSamplesOpt: Option[Int]

    Definition Classes

    HasNumSamples

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

    Definition Classes

    Params

37.  final def getOutputCol: String

    Definition Classes

    HasOutputCol

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

    Definition Classes

    Params

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

    Definition Classes

    BaseWrappable

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

41.  def getRegularization: Double

    Definition Classes

    LIMEParams

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

    Attributes

    protected

    Definition Classes

    LIMEBase

43.  final def getTargetClasses: Array[Int]

    Definition Classes

    HasExplainTarget

44.  final def getTargetClassesCol: String

    Definition Classes

    HasExplainTarget

45.  final def getTargetCol: String

    Definition Classes

    HasExplainTarget

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 val inputCols: StringArrayParam

    Definition Classes

    HasInputCols

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

    Definition Classes

    Params

53.  final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

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

    Definition Classes

    Params

55.  def isTraceEnabled(): Boolean

    Attributes

    protected

    Definition Classes

    Logging

56.  val kernelWidth: DoubleParam

    Definition Classes

    LIMEParams

57.  def log: Logger

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

69.  def logName: String

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    SynapseMLLogging

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

    Definition Classes

    SynapseMLLogging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Attributes

    protected

    Definition Classes

    Logging

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

    Definition Classes

    PythonWrappable

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

    Definition Classes

    RWrappable

78.  final val metricsCol: Param[String]

    Definition Classes

    HasMetricsCol

79.  final val model: TransformerParam

    Definition Classes

    HasModel

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

    Definition Classes

    AnyRef

81.  final def notify(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

82.  final def notifyAll(): Unit

    Definition Classes

    AnyRef

    Annotations

    @native()

83.  final val numSamples: IntParam

    Definition Classes

    HasNumSamples

84.  final val outputCol: Param[String]

    Definition Classes

    HasOutputCol

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

    Definition Classes

    Params

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

    Attributes

    protected

    Definition Classes

    LocalExplainer

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.  val regularization: DoubleParam

     Definition Classes

     LIMEParams

116.  val sampleField: String

     Attributes

     protected

     Definition Classes

     LIMEBase

117.  def save(path: String): Unit

     Definition Classes

     MLWritable

     Annotations

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

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

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected

     Definition Classes

     Params

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

     Definition Classes

     Params

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

     Definition Classes

     HasBackgroundData

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

     Attributes

     protected

     Definition Classes

     Params

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

     Attributes

     protected[org.apache.spark.ml]

     Definition Classes

     Params

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

     Definition Classes

     LIMEParams

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

     Definition Classes

     HasMetricsCol

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

     Definition Classes

     HasModel

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

     Definition Classes

     HasNumSamples

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

     Definition Classes

     LocalExplainer

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

     Definition Classes

     LIMEParams

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

     Definition Classes

     HasExplainTarget

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

     Definition Classes

     HasExplainTarget

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

     Definition Classes

     HasExplainTarget

135.  val stateField: String

     Attributes

     protected

     Definition Classes

     LIMEBase

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

     Definition Classes

     AnyRef

137.  final val targetClasses: IntArrayParam

     Definition Classes

     HasExplainTarget

138.  final val targetClassesCol: Param[String]

     Definition Classes

     HasExplainTarget

139.  final val targetCol: Param[String]

     Definition Classes

     HasExplainTarget

140.  val thisStage: Params

     Attributes

     protected

     Definition Classes

     BaseWrappable

141.  def toString(): String

     Definition Classes

     Identifiable → AnyRef → Any

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

     Definition Classes

     LIMEBase → Transformer

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

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" )

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

     Definition Classes

     Transformer

     Annotations

     @Since( "2.0.0" ) @varargs()

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

     Definition Classes

     LIMEBase → LocalExplainer → PipelineStage

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

     Attributes

     protected

     Definition Classes

     PipelineStage

     Annotations

     @DeveloperApi()

147.  val uid: String

     Definition Classes

     TabularLIME → LIMEBase → SynapseMLLogging → Identifiable

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

     Attributes

     protected

     Definition Classes

     TabularLIME → HasMetricsCol → LocalExplainer → HasExplainTarget → CanValidateSchema

149.  final def wait(): Unit

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... )

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

     Definition Classes

     AnyRef

     Annotations

     @throws( ... ) @native()

152.  def write: MLWriter

     Definition Classes

     ComplexParamsWritable → MLWritable