class TextLIME extends LIMEBase with TextLIMEParams with TextExplainer

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

Instance Constructors

  1. new TextLIME()
  2. new TextLIME(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. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  7. final def clear(param: Param[_]): TextLIME.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  10. def copy(extra: ParamMap): Transformer
    Definition Classes
    LIMEBase → Transformer → PipelineStage → Params
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  13. def createSamples(df: DataFrame, idCol: String, stateCol: String, distanceCol: String, targetClassesCol: String): DataFrame
    Attributes
    protected
    Definition Classes
    TextLIME → LIMEBase
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. val distanceField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  16. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  17. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  18. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  19. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  34. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  35. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  36. def explainParams(): String
    Definition Classes
    Params
  37. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  38. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  39. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  40. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  41. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  42. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  43. final def getInputCol: String
    Definition Classes
    HasInputCol
  44. def getKernelWidth: Double
    Definition Classes
    LIMEParams
  45. final def getMetricsCol: String
    Definition Classes
    HasMetricsCol
  46. final def getModel: Transformer
    Definition Classes
    HasModel
  47. final def getNumSamples: Int
    Definition Classes
    HasNumSamples
  48. final def getNumSamplesOpt: Option[Int]
    Definition Classes
    HasNumSamples
  49. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  50. final def getOutputCol: String
    Definition Classes
    HasOutputCol
  51. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  52. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  53. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  54. def getRegularization: Double
    Definition Classes
    LIMEParams
  55. def getSampleSchema(sampleType: DataType): DataType
    Attributes
    protected
    Definition Classes
    LIMEBase
  56. final def getSamplingFraction: Double
    Definition Classes
    HasSamplingFraction
  57. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  58. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  59. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  60. final def getTokensCol: String
    Definition Classes
    HasTokensCol
  61. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  62. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  63. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  64. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  65. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. final val inputCol: Param[String]
    Definition Classes
    HasInputCol
  67. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  68. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  69. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  70. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  71. val kernelWidth: DoubleParam
    Definition Classes
    LIMEParams
  72. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  73. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  74. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  75. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  76. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  77. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  78. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  79. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  80. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  81. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  82. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  84. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  85. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  86. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  87. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  88. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  89. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  90. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  91. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  92. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  93. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  94. final val metricsCol: Param[String]
    Definition Classes
    HasMetricsCol
  95. final val model: TransformerParam
    Definition Classes
    HasModel
  96. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  97. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  98. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  99. final val numSamples: IntParam
    Definition Classes
    HasNumSamples
  100. final val outputCol: Param[String]
    Definition Classes
    HasOutputCol
  101. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  102. def preprocess(df: DataFrame): DataFrame
    Attributes
    protected
    Definition Classes
    TextExplainer
  103. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  104. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  108. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  109. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  110. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  111. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  112. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  113. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  114. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  115. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  116. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  117. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  118. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  119. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  120. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  121. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  122. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  123. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  124. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  125. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  126. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  127. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  128. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  129. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  130. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  131. val regularization: DoubleParam
    Definition Classes
    LIMEParams
  132. val sampleField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  133. final val samplingFraction: DoubleParam
    Definition Classes
    HasSamplingFraction
  134. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  135. final def set(paramPair: ParamPair[_]): TextLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  136. final def set(param: String, value: Any): TextLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  137. final def set[T](param: Param[T], value: T): TextLIME.this.type
    Definition Classes
    Params
  138. final def setDefault(paramPairs: ParamPair[_]*): TextLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  139. final def setDefault[T](param: Param[T], value: T): TextLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  140. def setInputCol(value: String): TextLIME.this.type
    Definition Classes
    TextLIMEParams
  141. def setKernelWidth(v: Double): TextLIME.this.type
    Definition Classes
    LIMEParams
  142. final def setMetricsCol(v: String): TextLIME.this.type
    Definition Classes
    HasMetricsCol
  143. final def setModel(v: Transformer): TextLIME.this.type
    Definition Classes
    HasModel
  144. final def setNumSamples(value: Int): TextLIME.this.type
    Definition Classes
    HasNumSamples
  145. final def setOutputCol(value: String): TextLIME.this.type
    Definition Classes
    LocalExplainer
  146. def setRegularization(v: Double): TextLIME.this.type
    Definition Classes
    LIMEParams
  147. final def setSamplingFraction(d: Double): TextLIME.this.type
    Definition Classes
    HasSamplingFraction
  148. final def setTargetClasses(values: Array[Int]): TextLIME.this.type
    Definition Classes
    HasExplainTarget
  149. final def setTargetClassesCol(value: String): TextLIME.this.type
    Definition Classes
    HasExplainTarget
  150. final def setTargetCol(value: String): TextLIME.this.type
    Definition Classes
    HasExplainTarget
  151. final def setTokensCol(v: String): TextLIME.this.type
    Definition Classes
    HasTokensCol
  152. val stateField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  153. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  154. final val targetClasses: IntArrayParam
    Definition Classes
    HasExplainTarget
  155. final val targetClassesCol: Param[String]
    Definition Classes
    HasExplainTarget
  156. final val targetCol: Param[String]
    Definition Classes
    HasExplainTarget
  157. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  158. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  159. final val tokensCol: Param[String]
    Definition Classes
    HasTokensCol
  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
    TextLIME → LIMEBase → LocalExplainer → PipelineStage
  164. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  165. val uid: String
    Definition Classes
    TextLIME → LIMEBase → SynapseMLLogging → Identifiable
  166. def validateSchema(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    TextLIME → 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

Inherited from TextExplainer

Inherited from TextLIMEParams

Inherited from HasTokensCol

Inherited from HasInputCol

Inherited from HasSamplingFraction

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