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. RWrappable
  12. PythonWrappable
  13. BaseWrappable
  14. KernelSHAPParams
  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 ImageSHAP()
  2. new ImageSHAP(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. val cellSize: DoubleParam
    Definition Classes
    HasCellSize
  7. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  8. final def clear(param: Param[_]): ImageSHAP.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. val coalitionField: String
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  11. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  12. def copy(extra: ParamMap): Transformer
    Definition Classes
    KernelSHAPBase → Transformer → PipelineStage → Params
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  15. def createSamples(df: DataFrame, idCol: String, coalitionCol: String, weightCol: String, targetClassesCol: String): DataFrame
    Attributes
    protected
    Definition Classes
    ImageSHAP → KernelSHAPBase
  16. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  17. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  18. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  19. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  20. def explainParams(): String
    Definition Classes
    Params
  21. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  22. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  23. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  24. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  25. def getCellSize: Double
    Definition Classes
    HasCellSize
  26. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  27. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  28. def getInfWeight: Double
    Definition Classes
    KernelSHAPParams
  29. final def getInputCol: String
    Definition Classes
    HasInputCol
  30. final def getMetricsCol: String
    Definition Classes
    HasMetricsCol
  31. final def getModel: Transformer
    Definition Classes
    HasModel
  32. def getModifier: Double
    Definition Classes
    HasModifier
  33. final def getNumSamples: Int
    Definition Classes
    HasNumSamples
  34. final def getNumSamplesOpt: Option[Int]
    Definition Classes
    HasNumSamples
  35. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  36. final def getOutputCol: String
    Definition Classes
    HasOutputCol
  37. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  38. def getSampleSchema(sampleType: DataType): DataType
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  39. final def getSuperpixelCol: String
    Definition Classes
    HasSuperpixelCol
  40. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  41. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  42. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  43. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  44. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  45. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  46. val infWeight: DoubleParam
    Definition Classes
    KernelSHAPParams
  47. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  48. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  49. final val inputCol: Param[String]
    Definition Classes
    HasInputCol
  50. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  51. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  52. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  53. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  54. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  55. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  56. def logClass(): Unit
    Definition Classes
    BasicLogging
  57. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  58. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  62. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  63. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  66. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  67. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  70. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  71. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  72. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  73. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  75. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  76. final val metricsCol: Param[String]
    Definition Classes
    HasMetricsCol
  77. final val model: TransformerParam
    Definition Classes
    HasModel
  78. val modifier: DoubleParam
    Definition Classes
    HasModifier
  79. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  80. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  81. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  82. final val numSamples: IntParam
    Definition Classes
    HasNumSamples
  83. final val outputCol: Param[String]
    Definition Classes
    HasOutputCol
  84. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  85. def preprocess(df: DataFrame): DataFrame
    Attributes
    protected
    Definition Classes
    ImageExplainer
  86. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  87. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  88. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  89. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  93. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  95. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  97. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  98. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  99. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  100. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  101. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  102. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  103. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  106. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  107. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  108. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  109. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  110. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  111. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  112. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  113. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  114. val sampleField: String
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  115. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  116. final def set(paramPair: ParamPair[_]): ImageSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  117. final def set(param: String, value: Any): ImageSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  118. final def set[T](param: Param[T], value: T): ImageSHAP.this.type
    Definition Classes
    Params
  119. def setCellSize(v: Double): ImageSHAP.this.type
    Definition Classes
    HasCellSize
  120. final def setDefault(paramPairs: ParamPair[_]*): ImageSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  121. final def setDefault[T](param: Param[T], value: T): ImageSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  122. def setInfWeight(value: Double): ImageSHAP.this.type
    Definition Classes
    KernelSHAPParams
  123. def setInputCol(value: String): ImageSHAP.this.type
    Definition Classes
    ImageSHAPParams
  124. final def setMetricsCol(v: String): ImageSHAP.this.type
    Definition Classes
    HasMetricsCol
  125. final def setModel(v: Transformer): ImageSHAP.this.type
    Definition Classes
    HasModel
  126. def setModifier(v: Double): ImageSHAP.this.type
    Definition Classes
    HasModifier
  127. final def setNumSamples(value: Int): ImageSHAP.this.type
    Definition Classes
    HasNumSamples
  128. final def setOutputCol(value: String): ImageSHAP.this.type
    Definition Classes
    LocalExplainer
  129. final def setSuperpixelCol(v: String): ImageSHAP.this.type
    Definition Classes
    HasSuperpixelCol
  130. final def setTargetClasses(values: Array[Int]): ImageSHAP.this.type
    Definition Classes
    HasExplainTarget
  131. final def setTargetClassesCol(value: String): ImageSHAP.this.type
    Definition Classes
    HasExplainTarget
  132. final def setTargetCol(value: String): ImageSHAP.this.type
    Definition Classes
    HasExplainTarget
  133. final val superpixelCol: Param[String]
    Definition Classes
    HasSuperpixelCol
  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. def transform(instances: Dataset[_]): DataFrame
    Definition Classes
    KernelSHAPBase → Transformer
  140. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  141. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  142. def transformSchema(schema: StructType): StructType
    Definition Classes
    ImageSHAP → KernelSHAPBase → LocalExplainer → PipelineStage
  143. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  144. val uid: String
    Definition Classes
    ImageSHAP → KernelSHAPBase → BasicLogging → Identifiable
  145. def validateSchema(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    ImageSHAP → HasMetricsCol → LocalExplainer → HasExplainTarget → CanValidateSchema
  146. val ver: String
    Definition Classes
    BasicLogging
  147. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  148. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  149. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  150. val weightField: String
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  151. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from ImageExplainer

Inherited from ImageSHAPParams

Inherited from HasSuperpixelCol

Inherited from HasInputCol

Inherited from HasModifier

Inherited from HasCellSize

Inherited from KernelSHAPBase

Inherited from BasicLogging

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from KernelSHAPParams

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