class TabularLIME extends LIMEBase with HasInputCols with HasBackgroundData

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Inherited
  1. TabularLIME
  2. HasBackgroundData
  3. HasInputCols
  4. LIMEBase
  5. SynapseMLLogging
  6. Wrappable
  7. DotnetWrappable
  8. RWrappable
  9. PythonWrappable
  10. BaseWrappable
  11. LIMEParams
  12. HasMetricsCol
  13. HasNumSamples
  14. LocalExplainer
  15. ComplexParamsWritable
  16. MLWritable
  17. HasModel
  18. HasOutputCol
  19. HasExplainTarget
  20. CanValidateSchema
  21. Transformer
  22. PipelineStage
  23. Logging
  24. Params
  25. Serializable
  26. Serializable
  27. Identifiable
  28. AnyRef
  29. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new TabularLIME()
  2. new TabularLIME(uid: String)

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
    TabularLIMELIMEBase
  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 getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  58. def getRegularization: Double
    Definition Classes
    LIMEParams
  59. def getSampleSchema(sampleType: DataType): DataType
    Attributes
    protected
    Definition Classes
    LIMEBase
  60. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  61. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  62. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  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 val inputCols: StringArrayParam
    Definition Classes
    HasInputCols
  69. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  70. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  71. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  72. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  73. val kernelWidth: DoubleParam
    Definition Classes
    LIMEParams
  74. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  75. def logBase(info: Map[String, String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  76. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  77. def logClass(): Unit
    Definition Classes
    SynapseMLLogging
  78. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  79. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  80. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  81. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  82. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  83. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  84. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  85. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  86. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  87. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  88. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  89. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  90. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): 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
    LIMEBaseLocalExplainer → PipelineStage
  164. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  165. val uid: String
    Definition Classes
    TabularLIMELIMEBaseSynapseMLLogging → Identifiable
  166. def validateSchema(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    TabularLIMEHasMetricsColLocalExplainerHasExplainTargetCanValidateSchema
  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

Inherited from HasBackgroundData

Inherited from HasInputCols

Inherited from LIMEBase

Inherited from SynapseMLLogging

Inherited from Wrappable

Inherited from DotnetWrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from LIMEParams

Inherited from HasMetricsCol

Inherited from HasNumSamples

Inherited from LocalExplainer

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from HasModel

Inherited from HasOutputCol

Inherited from HasExplainTarget

Inherited from CanValidateSchema

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped