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. SynapseMLLogging
  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 getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  39. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  40. def getSampleSchema(sampleType: DataType): DataType
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  41. final def getSuperpixelCol: String
    Definition Classes
    HasSuperpixelCol
  42. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  43. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  44. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  45. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  46. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  47. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  48. val infWeight: DoubleParam
    Definition Classes
    KernelSHAPParams
  49. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  50. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  51. final val inputCol: Param[String]
    Definition Classes
    HasInputCol
  52. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  53. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  54. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  55. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  56. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  57. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  58. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  59. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  60. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  65. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  66. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  69. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  71. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  72. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  73. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  76. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  77. final val metricsCol: Param[String]
    Definition Classes
    HasMetricsCol
  78. final val model: TransformerParam
    Definition Classes
    HasModel
  79. val modifier: DoubleParam
    Definition Classes
    HasModifier
  80. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  81. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  82. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  83. final val numSamples: IntParam
    Definition Classes
    HasNumSamples
  84. final val outputCol: Param[String]
    Definition Classes
    HasOutputCol
  85. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  86. def preprocess(df: DataFrame): DataFrame
    Attributes
    protected
    Definition Classes
    ImageExplainer
  87. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  88. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  89. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  93. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  94. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  95. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  97. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  98. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  99. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  100. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  101. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  102. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  103. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  107. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  108. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  109. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  110. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  111. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  112. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  113. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  114. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  115. val sampleField: String
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  116. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  117. final def set(paramPair: ParamPair[_]): ImageSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  118. final def set(param: String, value: Any): ImageSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  119. final def set[T](param: Param[T], value: T): ImageSHAP.this.type
    Definition Classes
    Params
  120. def setCellSize(v: Double): ImageSHAP.this.type
    Definition Classes
    HasCellSize
  121. final def setDefault(paramPairs: ParamPair[_]*): ImageSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  122. final def setDefault[T](param: Param[T], value: T): ImageSHAP.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  123. def setInfWeight(value: Double): ImageSHAP.this.type
    Definition Classes
    KernelSHAPParams
  124. def setInputCol(value: String): ImageSHAP.this.type
    Definition Classes
    ImageSHAPParams
  125. final def setMetricsCol(v: String): ImageSHAP.this.type
    Definition Classes
    HasMetricsCol
  126. final def setModel(v: Transformer): ImageSHAP.this.type
    Definition Classes
    HasModel
  127. def setModifier(v: Double): ImageSHAP.this.type
    Definition Classes
    HasModifier
  128. final def setNumSamples(value: Int): ImageSHAP.this.type
    Definition Classes
    HasNumSamples
  129. final def setOutputCol(value: String): ImageSHAP.this.type
    Definition Classes
    LocalExplainer
  130. final def setSuperpixelCol(v: String): ImageSHAP.this.type
    Definition Classes
    HasSuperpixelCol
  131. final def setTargetClasses(values: Array[Int]): ImageSHAP.this.type
    Definition Classes
    HasExplainTarget
  132. final def setTargetClassesCol(value: String): ImageSHAP.this.type
    Definition Classes
    HasExplainTarget
  133. final def setTargetCol(value: String): ImageSHAP.this.type
    Definition Classes
    HasExplainTarget
  134. final val superpixelCol: Param[String]
    Definition Classes
    HasSuperpixelCol
  135. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  136. final val targetClasses: IntArrayParam
    Definition Classes
    HasExplainTarget
  137. final val targetClassesCol: Param[String]
    Definition Classes
    HasExplainTarget
  138. final val targetCol: Param[String]
    Definition Classes
    HasExplainTarget
  139. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  140. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  141. def transform(instances: Dataset[_]): DataFrame
    Definition Classes
    KernelSHAPBase → Transformer
  142. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  143. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  144. def transformSchema(schema: StructType): StructType
    Definition Classes
    ImageSHAP → KernelSHAPBase → LocalExplainer → PipelineStage
  145. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  146. val uid: String
    Definition Classes
    ImageSHAP → KernelSHAPBase → SynapseMLLogging → Identifiable
  147. def validateSchema(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    ImageSHAP → HasMetricsCol → LocalExplainer → HasExplainTarget → CanValidateSchema
  148. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  149. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  150. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  151. val weightField: String
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  152. 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 SynapseMLLogging

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