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. 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. 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. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  18. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  19. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  34. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  35. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  36. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  37. def explainParams(): String
    Definition Classes
    Params
  38. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  39. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  40. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  41. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  42. def getCellSize: Double
    Definition Classes
    HasCellSize
  43. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  44. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  45. def getInfWeight: Double
    Definition Classes
    KernelSHAPParams
  46. final def getInputCol: String
    Definition Classes
    HasInputCol
  47. final def getMetricsCol: String
    Definition Classes
    HasMetricsCol
  48. final def getModel: Transformer
    Definition Classes
    HasModel
  49. def getModifier: Double
    Definition Classes
    HasModifier
  50. final def getNumSamples: Int
    Definition Classes
    HasNumSamples
  51. final def getNumSamplesOpt: Option[Int]
    Definition Classes
    HasNumSamples
  52. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  53. final def getOutputCol: String
    Definition Classes
    HasOutputCol
  54. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  55. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  56. def getSampleSchema(sampleType: DataType): DataType
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  57. final def getSuperpixelCol: String
    Definition Classes
    HasSuperpixelCol
  58. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  59. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  60. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  61. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  62. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  63. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  64. val infWeight: DoubleParam
    Definition Classes
    KernelSHAPParams
  65. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  66. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. final val inputCol: Param[String]
    Definition Classes
    HasInputCol
  68. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  69. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  70. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  71. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  72. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  73. def logBase(info: SynapseMLLogInfo): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  74. def logBase(methodName: String, columns: Option[Int]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  75. def logClass(): Unit
    Definition Classes
    SynapseMLLogging
  76. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  77. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  78. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  79. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  80. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  81. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  82. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  84. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  85. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  86. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  87. def logTrain[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  88. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  89. def logVerb[T](verb: String, f: ⇒ T, columns: Int = -1): T
    Definition Classes
    SynapseMLLogging
  90. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  91. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  92. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  93. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  94. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  95. final val metricsCol: Param[String]
    Definition Classes
    HasMetricsCol
  96. final val model: TransformerParam
    Definition Classes
    HasModel
  97. val modifier: DoubleParam
    Definition Classes
    HasModifier
  98. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  99. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  100. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  101. final val numSamples: IntParam
    Definition Classes
    HasNumSamples
  102. final val outputCol: Param[String]
    Definition Classes
    HasOutputCol
  103. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  104. def preprocess(df: DataFrame): DataFrame
    Attributes
    protected
    Definition Classes
    ImageExplainer
  105. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  106. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  108. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  109. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  110. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  111. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  112. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  113. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  114. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  115. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  116. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  117. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  118. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  119. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  120. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  121. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  122. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  123. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  124. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  125. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  126. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  127. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  128. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  129. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  130. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  131. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  132. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  133. val sampleField: String
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  134. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  135. final def set(paramPair: ParamPair[_]): ImageSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  136. final def set(param: String, value: Any): ImageSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  137. final def set[T](param: Param[T], value: T): ImageSHAP.this.type
    Definition Classes
    Params
  138. def setCellSize(v: Double): ImageSHAP.this.type
    Definition Classes
    HasCellSize
  139. final def setDefault(paramPairs: ParamPair[_]*): ImageSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  140. final def setDefault[T](param: Param[T], value: T): ImageSHAP.this.type
    Attributes
    protected
    Definition Classes
    Params
  141. def setInfWeight(value: Double): ImageSHAP.this.type
    Definition Classes
    KernelSHAPParams
  142. def setInputCol(value: String): ImageSHAP.this.type
    Definition Classes
    ImageSHAPParams
  143. final def setMetricsCol(v: String): ImageSHAP.this.type
    Definition Classes
    HasMetricsCol
  144. final def setModel(v: Transformer): ImageSHAP.this.type
    Definition Classes
    HasModel
  145. def setModifier(v: Double): ImageSHAP.this.type
    Definition Classes
    HasModifier
  146. final def setNumSamples(value: Int): ImageSHAP.this.type
    Definition Classes
    HasNumSamples
  147. final def setOutputCol(value: String): ImageSHAP.this.type
    Definition Classes
    LocalExplainer
  148. final def setSuperpixelCol(v: String): ImageSHAP.this.type
    Definition Classes
    HasSuperpixelCol
  149. final def setTargetClasses(values: Array[Int]): ImageSHAP.this.type
    Definition Classes
    HasExplainTarget
  150. final def setTargetClassesCol(value: String): ImageSHAP.this.type
    Definition Classes
    HasExplainTarget
  151. final def setTargetCol(value: String): ImageSHAP.this.type
    Definition Classes
    HasExplainTarget
  152. final val superpixelCol: Param[String]
    Definition Classes
    HasSuperpixelCol
  153. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  154. final val targetClasses: IntArrayParam
    Definition Classes
    HasExplainTarget
  155. final val targetClassesCol: Param[String]
    Definition Classes
    HasExplainTarget
  156. final val targetCol: Param[String]
    Definition Classes
    HasExplainTarget
  157. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  158. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  159. def transform(instances: Dataset[_]): DataFrame
    Definition Classes
    KernelSHAPBase → Transformer
  160. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  161. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  162. def transformSchema(schema: StructType): StructType
    Definition Classes
    ImageSHAP → KernelSHAPBase → LocalExplainer → PipelineStage
  163. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  164. val uid: String
    Definition Classes
    ImageSHAP → KernelSHAPBase → SynapseMLLogging → Identifiable
  165. def validateSchema(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    ImageSHAP → HasMetricsCol → LocalExplainer → HasExplainTarget → CanValidateSchema
  166. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  167. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  168. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  169. val weightField: String
    Attributes
    protected
    Definition Classes
    KernelSHAPBase
  170. 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 DotnetWrappable

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