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 clear(param: Param[_]): TextLIME.this.type
    Definition Classes
    Params
  2. def copy(extra: ParamMap): Transformer
    Definition Classes
    LIMEBase → Transformer → PipelineStage → Params
  3. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  4. def explainParams(): String
    Definition Classes
    Params
  5. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  6. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  7. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  8. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  9. final def getInputCol: String
    Definition Classes
    HasInputCol
  10. def getKernelWidth: Double
    Definition Classes
    LIMEParams
  11. final def getMetricsCol: String
    Definition Classes
    HasMetricsCol
  12. final def getModel: Transformer
    Definition Classes
    HasModel
  13. final def getNumSamples: Int
    Definition Classes
    HasNumSamples
  14. final def getNumSamplesOpt: Option[Int]
    Definition Classes
    HasNumSamples
  15. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  16. final def getOutputCol: String
    Definition Classes
    HasOutputCol
  17. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  18. def getRegularization: Double
    Definition Classes
    LIMEParams
  19. final def getSamplingFraction: Double
    Definition Classes
    HasSamplingFraction
  20. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  21. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  22. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  23. final def getTokensCol: String
    Definition Classes
    HasTokensCol
  24. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  25. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  26. final val inputCol: Param[String]
    Definition Classes
    HasInputCol
  27. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  28. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  29. val kernelWidth: DoubleParam
    Definition Classes
    LIMEParams
  30. def logClass(): Unit
    Definition Classes
    BasicLogging
  31. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  32. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  33. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  34. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  35. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  36. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  37. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  38. final val metricsCol: Param[String]
    Definition Classes
    HasMetricsCol
  39. final val model: TransformerParam
    Definition Classes
    HasModel
  40. final val numSamples: IntParam
    Definition Classes
    HasNumSamples
  41. final val outputCol: Param[String]
    Definition Classes
    HasOutputCol
  42. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  43. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  44. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  45. val regularization: DoubleParam
    Definition Classes
    LIMEParams
  46. final val samplingFraction: DoubleParam
    Definition Classes
    HasSamplingFraction
  47. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  48. final def set[T](param: Param[T], value: T): TextLIME.this.type
    Definition Classes
    Params
  49. def setInputCol(value: String): TextLIME.this.type
    Definition Classes
    TextLIMEParams
  50. def setKernelWidth(v: Double): TextLIME.this.type
    Definition Classes
    LIMEParams
  51. final def setMetricsCol(v: String): TextLIME.this.type
    Definition Classes
    HasMetricsCol
  52. final def setModel(v: Transformer): TextLIME.this.type
    Definition Classes
    HasModel
  53. final def setNumSamples(value: Int): TextLIME.this.type
    Definition Classes
    HasNumSamples
  54. final def setOutputCol(value: String): TextLIME.this.type
    Definition Classes
    LocalExplainer
  55. def setRegularization(v: Double): TextLIME.this.type
    Definition Classes
    LIMEParams
  56. final def setSamplingFraction(d: Double): TextLIME.this.type
    Definition Classes
    HasSamplingFraction
  57. final def setTargetClasses(values: Array[Int]): TextLIME.this.type
    Definition Classes
    HasExplainTarget
  58. final def setTargetClassesCol(value: String): TextLIME.this.type
    Definition Classes
    HasExplainTarget
  59. final def setTargetCol(value: String): TextLIME.this.type
    Definition Classes
    HasExplainTarget
  60. final def setTokensCol(v: String): TextLIME.this.type
    Definition Classes
    HasTokensCol
  61. final val targetClasses: IntArrayParam
    Definition Classes
    HasExplainTarget
  62. final val targetClassesCol: Param[String]
    Definition Classes
    HasExplainTarget
  63. final val targetCol: Param[String]
    Definition Classes
    HasExplainTarget
  64. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  65. final val tokensCol: Param[String]
    Definition Classes
    HasTokensCol
  66. final def transform(instances: Dataset[_]): DataFrame
    Definition Classes
    LIMEBase → Transformer
  67. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  68. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  69. def transformSchema(schema: StructType): StructType
    Definition Classes
    TextLIME → LIMEBase → LocalExplainer → PipelineStage
  70. val uid: String
    Definition Classes
    TextLIME → LIMEBase → BasicLogging → Identifiable
  71. val ver: String
    Definition Classes
    BasicLogging
  72. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable