class TextSHAP extends KernelSHAPBase with TextSHAPParams with TextExplainer

Linear Supertypes
TextExplainer, TextSHAPParams, HasTokensCol, HasInputCol, KernelSHAPBase, BasicLogging, Wrappable, RWrappable, PythonWrappable, BaseWrappable, KernelSHAPParams, HasMetricsCol, HasNumSamples, LocalExplainer, ComplexParamsWritable, MLWritable, HasModel, HasOutputCol, HasExplainTarget, CanValidateSchema, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. TextSHAP
  2. TextExplainer
  3. TextSHAPParams
  4. HasTokensCol
  5. HasInputCol
  6. KernelSHAPBase
  7. BasicLogging
  8. Wrappable
  9. RWrappable
  10. PythonWrappable
  11. BaseWrappable
  12. KernelSHAPParams
  13. HasMetricsCol
  14. HasNumSamples
  15. LocalExplainer
  16. ComplexParamsWritable
  17. MLWritable
  18. HasModel
  19. HasOutputCol
  20. HasExplainTarget
  21. CanValidateSchema
  22. Transformer
  23. PipelineStage
  24. Logging
  25. Params
  26. Serializable
  27. Serializable
  28. Identifiable
  29. AnyRef
  30. 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. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  17. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  18. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  19. def explainParams(): String
    Definition Classes
    Params
  20. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  21. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  22. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  23. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  24. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  25. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  26. def getInfWeight: Double
    Definition Classes
    KernelSHAPParams
  27. final def getInputCol: String
    Definition Classes
    HasInputCol
  28. final def getMetricsCol: String
    Definition Classes
    HasMetricsCol
  29. final def getModel: Transformer
    Definition Classes
    HasModel
  30. final def getNumSamples: Int
    Definition Classes
    HasNumSamples
  31. final def getNumSamplesOpt: Option[Int]
    Definition Classes
    HasNumSamples
  32. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  33. final def getOutputCol: String
    Definition Classes
    HasOutputCol
  34. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  35. def getSampleSchema(sampleType: DataType): DataType
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  36. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  37. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  38. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  39. final def getTokensCol: String
    Definition Classes
    HasTokensCol
  40. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  41. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  42. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  43. val infWeight: DoubleParam
    Definition Classes
    KernelSHAPParams
  44. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  45. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  46. final val inputCol: Param[String]
    Definition Classes
    HasInputCol
  47. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  48. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  49. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  50. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  51. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  52. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  53. def logClass(): Unit
    Definition Classes
    BasicLogging
  54. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  55. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  56. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  57. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  58. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  59. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  60. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  63. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  64. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  67. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  68. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  69. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  71. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  72. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  73. final val metricsCol: Param[String]
    Definition Classes
    HasMetricsCol
  74. final val model: TransformerParam
    Definition Classes
    HasModel
  75. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  76. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  77. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  78. final val numSamples: IntParam
    Definition Classes
    HasNumSamples
  79. final val outputCol: Param[String]
    Definition Classes
    HasOutputCol
  80. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  81. def preprocess(df: DataFrame): DataFrame
    Attributes
    protected
    Definition Classes
    TextExplainer
  82. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  83. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  84. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  85. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  86. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  87. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  88. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  89. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  93. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  95. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  97. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  98. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  99. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  100. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  101. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  102. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  103. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  104. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  105. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  106. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  107. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  108. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  109. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  110. val sampleField: String
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  111. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  112. final def set(paramPair: ParamPair[_]): TextSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  113. final def set(param: String, value: Any): TextSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  114. final def set[T](param: Param[T], value: T): TextSHAP.this.type
    Definition Classes
    Params
  115. final def setDefault(paramPairs: ParamPair[_]*): TextSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  116. final def setDefault[T](param: Param[T], value: T): TextSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  117. def setInfWeight(value: Double): TextSHAP.this.type
    Definition Classes
    KernelSHAPParams
  118. def setInputCol(value: String): TextSHAP.this.type
    Definition Classes
    TextSHAPParams
  119. final def setMetricsCol(v: String): TextSHAP.this.type
    Definition Classes
    HasMetricsCol
  120. final def setModel(v: Transformer): TextSHAP.this.type
    Definition Classes
    HasModel
  121. final def setNumSamples(value: Int): TextSHAP.this.type
    Definition Classes
    HasNumSamples
  122. final def setOutputCol(value: String): TextSHAP.this.type
    Definition Classes
    LocalExplainer
  123. final def setTargetClasses(values: Array[Int]): TextSHAP.this.type
    Definition Classes
    HasExplainTarget
  124. final def setTargetClassesCol(value: String): TextSHAP.this.type
    Definition Classes
    HasExplainTarget
  125. final def setTargetCol(value: String): TextSHAP.this.type
    Definition Classes
    HasExplainTarget
  126. final def setTokensCol(v: String): TextSHAP.this.type
    Definition Classes
    HasTokensCol
  127. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  128. final val targetClasses: IntArrayParam
    Definition Classes
    HasExplainTarget
  129. final val targetClassesCol: Param[String]
    Definition Classes
    HasExplainTarget
  130. final val targetCol: Param[String]
    Definition Classes
    HasExplainTarget
  131. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  132. final val tokensCol: Param[String]
    Definition Classes
    HasTokensCol
  133. def transform(instances: Dataset[_]): DataFrame
    Definition Classes
    KernelSHAPBase → Transformer
  134. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  135. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  136. def transformSchema(schema: StructType): StructType
    Definition Classes
    TextSHAP → KernelSHAPBase → LocalExplainer → PipelineStage
  137. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  138. val uid: String
    Definition Classes
    TextSHAP → KernelSHAPBase → BasicLogging → Identifiable
  139. def validateSchema(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    TextSHAP → HasMetricsCol → LocalExplainer → HasExplainTarget → CanValidateSchema
  140. val ver: String
    Definition Classes
    BasicLogging
  141. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  142. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  143. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  144. val weightField: String
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  145. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from TextExplainer

Inherited from TextSHAPParams

Inherited from HasTokensCol

Inherited from HasInputCol

Inherited from KernelSHAPBase

Inherited from BasicLogging

Inherited from Wrappable

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