class TabularSHAP extends KernelSHAPBase with HasInputCols with HasBackgroundData

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Inherited
  1. TabularSHAP
  2. HasBackgroundData
  3. HasInputCols
  4. KernelSHAPBase
  5. SynapseMLLogging
  6. Wrappable
  7. DotnetWrappable
  8. RWrappable
  9. PythonWrappable
  10. BaseWrappable
  11. KernelSHAPParams
  12. HasMetricsCol
  13. HasNumSamples
  14. LocalExplainer
  15. ComplexParamsWritable
  16. MLWritable
  17. HasModel
  18. HasOutputCol
  19. HasExplainTarget
  20. CanValidateSchema
  21. Transformer
  22. PipelineStage
  23. Logging
  24. Params
  25. Serializable
  26. Serializable
  27. Identifiable
  28. AnyRef
  29. Any
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Visibility
  1. Public
  2. All

Instance Constructors

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

Inherited from HasBackgroundData

Inherited from HasInputCols

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