trait LocalExplainer extends Transformer with HasExplainTarget with HasOutputCol with HasModel with ComplexParamsWritable

Linear Supertypes
ComplexParamsWritable, MLWritable, HasModel, HasOutputCol, HasExplainTarget, CanValidateSchema, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
ImageLIME, ImageSHAP, KernelSHAPBase, LIMEBase, TabularLIME, TabularSHAP, TextLIME, TextSHAP, VectorLIME, VectorSHAP
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. LocalExplainer
  2. ComplexParamsWritable
  3. MLWritable
  4. HasModel
  5. HasOutputCol
  6. HasExplainTarget
  7. CanValidateSchema
  8. Transformer
  9. PipelineStage
  10. Logging
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Transformer
    Definition Classes
    Transformer → PipelineStage → Params
  2. abstract def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  3. abstract val uid: String
    Definition Classes
    Identifiable

Concrete 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. final def clear(param: Param[_]): LocalExplainer.this.type
    Definition Classes
    Params
  7. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  8. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  9. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  10. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  11. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  12. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  13. def explainParams(): String
    Definition Classes
    Params
  14. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  15. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  16. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  17. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  18. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  19. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  20. final def getModel: Transformer
    Definition Classes
    HasModel
  21. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  22. final def getOutputCol: String
    Definition Classes
    HasOutputCol
  23. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  24. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  25. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  26. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  27. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  28. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  29. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  30. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  31. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  32. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  33. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  34. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  35. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  36. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  37. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  38. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  39. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  40. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  41. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  42. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  43. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  44. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  45. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  46. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  47. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  48. final val model: TransformerParam
    Definition Classes
    HasModel
  49. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  50. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  51. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  52. final val outputCol: Param[String]
    Definition Classes
    HasOutputCol
  53. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  54. def preprocess(df: DataFrame): DataFrame
    Attributes
    protected
  55. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  56. final def set(paramPair: ParamPair[_]): LocalExplainer.this.type
    Attributes
    protected
    Definition Classes
    Params
  57. final def set(param: String, value: Any): LocalExplainer.this.type
    Attributes
    protected
    Definition Classes
    Params
  58. final def set[T](param: Param[T], value: T): LocalExplainer.this.type
    Definition Classes
    Params
  59. final def setDefault(paramPairs: ParamPair[_]*): LocalExplainer.this.type
    Attributes
    protected
    Definition Classes
    Params
  60. final def setDefault[T](param: Param[T], value: T): LocalExplainer.this.type
    Attributes
    protected
    Definition Classes
    Params
  61. final def setModel(v: Transformer): LocalExplainer.this.type
    Definition Classes
    HasModel
  62. final def setOutputCol(value: String): LocalExplainer.this.type
  63. final def setTargetClasses(values: Array[Int]): LocalExplainer.this.type
    Definition Classes
    HasExplainTarget
  64. final def setTargetClassesCol(value: String): LocalExplainer.this.type
    Definition Classes
    HasExplainTarget
  65. final def setTargetCol(value: String): LocalExplainer.this.type
    Definition Classes
    HasExplainTarget
  66. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  67. final val targetClasses: IntArrayParam
    Definition Classes
    HasExplainTarget
  68. final val targetClassesCol: Param[String]
    Definition Classes
    HasExplainTarget
  69. final val targetCol: Param[String]
    Definition Classes
    HasExplainTarget
  70. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  71. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  72. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  73. def transformSchema(schema: StructType): StructType
    Definition Classes
    LocalExplainer → PipelineStage
  74. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  75. def validateSchema(inputSchema: StructType): Unit
    Attributes
    protected
    Definition Classes
    LocalExplainer → HasExplainTarget → CanValidateSchema
  76. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  77. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  78. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  79. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

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