class TextLIME extends LIMEBase with TextLIMEParams with TextExplainer

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

Inherited from Wrappable

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