class ImageSHAP extends KernelSHAPBase with ImageSHAPParams with ImageExplainer

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Inherited
  1. ImageSHAP
  2. ImageExplainer
  3. ImageSHAPParams
  4. HasSuperpixelCol
  5. HasInputCol
  6. HasModifier
  7. HasCellSize
  8. KernelSHAPBase
  9. BasicLogging
  10. Wrappable
  11. DotnetWrappable
  12. RWrappable
  13. PythonWrappable
  14. BaseWrappable
  15. KernelSHAPParams
  16. HasMetricsCol
  17. HasNumSamples
  18. LocalExplainer
  19. ComplexParamsWritable
  20. MLWritable
  21. HasModel
  22. HasOutputCol
  23. HasExplainTarget
  24. CanValidateSchema
  25. Transformer
  26. PipelineStage
  27. Logging
  28. Params
  29. Serializable
  30. Serializable
  31. Identifiable
  32. AnyRef
  33. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new ImageSHAP()
  2. new ImageSHAP(uid: String)

Value Members

  1. val cellSize: DoubleParam
    Definition Classes
    HasCellSize
  2. final def clear(param: Param[_]): ImageSHAP.this.type
    Definition Classes
    Params
  3. def copy(extra: ParamMap): Transformer
    Definition Classes
    KernelSHAPBase → Transformer → PipelineStage → Params
  4. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  5. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  6. def explainParams(): String
    Definition Classes
    Params
  7. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  8. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  9. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  10. def getCellSize: Double
    Definition Classes
    HasCellSize
  11. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  12. def getInfWeight: Double
    Definition Classes
    KernelSHAPParams
  13. final def getInputCol: String
    Definition Classes
    HasInputCol
  14. final def getMetricsCol: String
    Definition Classes
    HasMetricsCol
  15. final def getModel: Transformer
    Definition Classes
    HasModel
  16. def getModifier: Double
    Definition Classes
    HasModifier
  17. final def getNumSamples: Int
    Definition Classes
    HasNumSamples
  18. final def getNumSamplesOpt: Option[Int]
    Definition Classes
    HasNumSamples
  19. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  20. final def getOutputCol: String
    Definition Classes
    HasOutputCol
  21. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  22. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  23. final def getSuperpixelCol: String
    Definition Classes
    HasSuperpixelCol
  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. val infWeight: DoubleParam
    Definition Classes
    KernelSHAPParams
  30. final val inputCol: Param[String]
    Definition Classes
    HasInputCol
  31. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  32. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  33. def logClass(): Unit
    Definition Classes
    BasicLogging
  34. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  35. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  36. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  37. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  38. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  39. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  40. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  41. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  42. final val metricsCol: Param[String]
    Definition Classes
    HasMetricsCol
  43. final val model: TransformerParam
    Definition Classes
    HasModel
  44. val modifier: DoubleParam
    Definition Classes
    HasModifier
  45. final val numSamples: IntParam
    Definition Classes
    HasNumSamples
  46. final val outputCol: Param[String]
    Definition Classes
    HasOutputCol
  47. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  48. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  49. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  50. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  51. final def set[T](param: Param[T], value: T): ImageSHAP.this.type
    Definition Classes
    Params
  52. def setCellSize(v: Double): ImageSHAP.this.type
    Definition Classes
    HasCellSize
  53. def setInfWeight(value: Double): ImageSHAP.this.type
    Definition Classes
    KernelSHAPParams
  54. def setInputCol(value: String): ImageSHAP.this.type
    Definition Classes
    ImageSHAPParams
  55. final def setMetricsCol(v: String): ImageSHAP.this.type
    Definition Classes
    HasMetricsCol
  56. final def setModel(v: Transformer): ImageSHAP.this.type
    Definition Classes
    HasModel
  57. def setModifier(v: Double): ImageSHAP.this.type
    Definition Classes
    HasModifier
  58. final def setNumSamples(value: Int): ImageSHAP.this.type
    Definition Classes
    HasNumSamples
  59. final def setOutputCol(value: String): ImageSHAP.this.type
    Definition Classes
    LocalExplainer
  60. final def setSuperpixelCol(v: String): ImageSHAP.this.type
    Definition Classes
    HasSuperpixelCol
  61. final def setTargetClasses(values: Array[Int]): ImageSHAP.this.type
    Definition Classes
    HasExplainTarget
  62. final def setTargetClassesCol(value: String): ImageSHAP.this.type
    Definition Classes
    HasExplainTarget
  63. final def setTargetCol(value: String): ImageSHAP.this.type
    Definition Classes
    HasExplainTarget
  64. final val superpixelCol: Param[String]
    Definition Classes
    HasSuperpixelCol
  65. final val targetClasses: IntArrayParam
    Definition Classes
    HasExplainTarget
  66. final val targetClassesCol: Param[String]
    Definition Classes
    HasExplainTarget
  67. final val targetCol: Param[String]
    Definition Classes
    HasExplainTarget
  68. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  69. def transform(instances: Dataset[_]): DataFrame
    Definition Classes
    KernelSHAPBase → Transformer
  70. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  71. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  72. def transformSchema(schema: StructType): StructType
    Definition Classes
    ImageSHAP → KernelSHAPBase → LocalExplainer → PipelineStage
  73. val uid: String
    Definition Classes
    ImageSHAP → KernelSHAPBase → BasicLogging → Identifiable
  74. val ver: String
    Definition Classes
    BasicLogging
  75. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable