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 clear(param: Param[_]): TextLIME.this.type
    Definition Classes
    Params
  2. def copy(extra: ParamMap): Transformer
    Definition Classes
    LIMEBase → Transformer → PipelineStage → Params
  3. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  4. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  5. def explainParams(): String
    Definition Classes
    Params
  6. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  7. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  8. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  9. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  10. final def getInputCol: String
    Definition Classes
    HasInputCol
  11. def getKernelWidth: Double
    Definition Classes
    LIMEParams
  12. final def getMetricsCol: String
    Definition Classes
    HasMetricsCol
  13. final def getModel: Transformer
    Definition Classes
    HasModel
  14. final def getNumSamples: Int
    Definition Classes
    HasNumSamples
  15. final def getNumSamplesOpt: Option[Int]
    Definition Classes
    HasNumSamples
  16. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  17. final def getOutputCol: String
    Definition Classes
    HasOutputCol
  18. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  19. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  20. def getRegularization: Double
    Definition Classes
    LIMEParams
  21. final def getSamplingFraction: Double
    Definition Classes
    HasSamplingFraction
  22. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  23. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  24. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  25. final def getTokensCol: String
    Definition Classes
    HasTokensCol
  26. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  27. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  28. final val inputCol: Param[String]
    Definition Classes
    HasInputCol
  29. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  30. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  31. val kernelWidth: DoubleParam
    Definition Classes
    LIMEParams
  32. def logClass(): Unit
    Definition Classes
    SynapseMLLogging
  33. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  34. def logTrain[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  35. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  36. def logVerb[T](verb: String, f: ⇒ T, columns: Int = -1): T
    Definition Classes
    SynapseMLLogging
  37. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  38. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  39. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  40. final val metricsCol: Param[String]
    Definition Classes
    HasMetricsCol
  41. final val model: TransformerParam
    Definition Classes
    HasModel
  42. final val numSamples: IntParam
    Definition Classes
    HasNumSamples
  43. final val outputCol: Param[String]
    Definition Classes
    HasOutputCol
  44. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  45. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  46. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  47. val regularization: DoubleParam
    Definition Classes
    LIMEParams
  48. final val samplingFraction: DoubleParam
    Definition Classes
    HasSamplingFraction
  49. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  50. final def set[T](param: Param[T], value: T): TextLIME.this.type
    Definition Classes
    Params
  51. def setInputCol(value: String): TextLIME.this.type
    Definition Classes
    TextLIMEParams
  52. def setKernelWidth(v: Double): TextLIME.this.type
    Definition Classes
    LIMEParams
  53. final def setMetricsCol(v: String): TextLIME.this.type
    Definition Classes
    HasMetricsCol
  54. final def setModel(v: Transformer): TextLIME.this.type
    Definition Classes
    HasModel
  55. final def setNumSamples(value: Int): TextLIME.this.type
    Definition Classes
    HasNumSamples
  56. final def setOutputCol(value: String): TextLIME.this.type
    Definition Classes
    LocalExplainer
  57. def setRegularization(v: Double): TextLIME.this.type
    Definition Classes
    LIMEParams
  58. final def setSamplingFraction(d: Double): TextLIME.this.type
    Definition Classes
    HasSamplingFraction
  59. final def setTargetClasses(values: Array[Int]): TextLIME.this.type
    Definition Classes
    HasExplainTarget
  60. final def setTargetClassesCol(value: String): TextLIME.this.type
    Definition Classes
    HasExplainTarget
  61. final def setTargetCol(value: String): TextLIME.this.type
    Definition Classes
    HasExplainTarget
  62. final def setTokensCol(v: String): TextLIME.this.type
    Definition Classes
    HasTokensCol
  63. final val targetClasses: IntArrayParam
    Definition Classes
    HasExplainTarget
  64. final val targetClassesCol: Param[String]
    Definition Classes
    HasExplainTarget
  65. final val targetCol: Param[String]
    Definition Classes
    HasExplainTarget
  66. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  67. final val tokensCol: Param[String]
    Definition Classes
    HasTokensCol
  68. final def transform(instances: Dataset[_]): DataFrame
    Definition Classes
    LIMEBase → Transformer
  69. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  70. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  71. def transformSchema(schema: StructType): StructType
    Definition Classes
    TextLIME → LIMEBase → LocalExplainer → PipelineStage
  72. val uid: String
    Definition Classes
    TextLIME → LIMEBase → SynapseMLLogging → Identifiable
  73. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable