class TextSHAP extends KernelSHAPBase with TextSHAPParams with TextExplainer

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

Instance Constructors

  1. new TextSHAP()
  2. new TextSHAP(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[_]): TextSHAP.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. val coalitionField: String
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  10. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  11. def copy(extra: ParamMap): Transformer
    Definition Classes
    KernelSHAPBase → Transformer → PipelineStage → Params
  12. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  13. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  14. def createSamples(df: DataFrame, idCol: String, coalitionCol: String, weightCol: String, targetClassesCol: String): DataFrame
    Attributes
    protected
    Definition Classes
    TextSHAP → KernelSHAPBase
  15. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  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. def getInfWeight: Double
    Definition Classes
    KernelSHAPParams
  44. final def getInputCol: String
    Definition Classes
    HasInputCol
  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 getSampleSchema(sampleType: DataType): DataType
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  55. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  56. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  57. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  58. final def getTokensCol: String
    Definition Classes
    HasTokensCol
  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 inputCol: Param[String]
    Definition Classes
    HasInputCol
  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(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  72. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  73. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  74. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  77. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  78. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  79. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  80. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  81. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  82. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  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 logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  86. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  87. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  88. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  89. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  90. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  91. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  92. final val metricsCol: Param[String]
    Definition Classes
    HasMetricsCol
  93. final val model: TransformerParam
    Definition Classes
    HasModel
  94. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  95. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  96. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  97. final val numSamples: IntParam
    Definition Classes
    HasNumSamples
  98. final val outputCol: Param[String]
    Definition Classes
    HasOutputCol
  99. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  100. def preprocess(df: DataFrame): DataFrame
    Attributes
    protected
    Definition Classes
    TextExplainer
  101. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  102. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  103. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  108. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  109. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  110. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  111. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  112. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  113. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  114. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  115. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  116. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  117. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  118. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  119. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  120. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  121. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  122. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  123. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  124. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  125. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  126. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  127. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  128. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  129. val sampleField: String
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  130. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  131. final def set(paramPair: ParamPair[_]): TextSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  132. final def set(param: String, value: Any): TextSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  133. final def set[T](param: Param[T], value: T): TextSHAP.this.type
    Definition Classes
    Params
  134. final def setDefault(paramPairs: ParamPair[_]*): TextSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  135. final def setDefault[T](param: Param[T], value: T): TextSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  136. def setInfWeight(value: Double): TextSHAP.this.type
    Definition Classes
    KernelSHAPParams
  137. def setInputCol(value: String): TextSHAP.this.type
    Definition Classes
    TextSHAPParams
  138. final def setMetricsCol(v: String): TextSHAP.this.type
    Definition Classes
    HasMetricsCol
  139. final def setModel(v: Transformer): TextSHAP.this.type
    Definition Classes
    HasModel
  140. final def setNumSamples(value: Int): TextSHAP.this.type
    Definition Classes
    HasNumSamples
  141. final def setOutputCol(value: String): TextSHAP.this.type
    Definition Classes
    LocalExplainer
  142. final def setTargetClasses(values: Array[Int]): TextSHAP.this.type
    Definition Classes
    HasExplainTarget
  143. final def setTargetClassesCol(value: String): TextSHAP.this.type
    Definition Classes
    HasExplainTarget
  144. final def setTargetCol(value: String): TextSHAP.this.type
    Definition Classes
    HasExplainTarget
  145. final def setTokensCol(v: String): TextSHAP.this.type
    Definition Classes
    HasTokensCol
  146. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  147. final val targetClasses: IntArrayParam
    Definition Classes
    HasExplainTarget
  148. final val targetClassesCol: Param[String]
    Definition Classes
    HasExplainTarget
  149. final val targetCol: Param[String]
    Definition Classes
    HasExplainTarget
  150. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  151. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  152. final val tokensCol: Param[String]
    Definition Classes
    HasTokensCol
  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
    TextSHAP → KernelSHAPBase → LocalExplainer → PipelineStage
  157. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  158. val uid: String
    Definition Classes
    TextSHAP → KernelSHAPBase → SynapseMLLogging → Identifiable
  159. def validateSchema(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    TextSHAP → HasMetricsCol → LocalExplainer → HasExplainTarget → CanValidateSchema
  160. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  161. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  162. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  163. val weightField: String
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  164. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from TextExplainer

Inherited from TextSHAPParams

Inherited from HasTokensCol

Inherited from HasInputCol

Inherited from KernelSHAPBase

Inherited from SynapseMLLogging

Inherited from Wrappable

Inherited from DotnetWrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from KernelSHAPParams

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