class TabularLIME extends LIMEBase with HasInputCols with HasBackgroundData

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

Instance Constructors

  1. new TabularLIME()
  2. new TabularLIME(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. val categoricalFeatures: StringArrayParam
  8. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  9. final def clear(param: Param[_]): TabularLIME.this.type
    Definition Classes
    Params
  10. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  11. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  12. def copy(extra: ParamMap): Transformer
    Definition Classes
    LIMEBase → 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, stateCol: String, distanceCol: String, targetClassesCol: String): DataFrame
    Attributes
    protected
    Definition Classes
    TabularLIME → LIMEBase
  16. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  17. val distanceField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  18. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  19. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  20. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  21. def explainParams(): String
    Definition Classes
    Params
  22. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  23. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  24. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  25. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  26. final def getBackgroundData: DataFrame
    Definition Classes
    HasBackgroundData
  27. def getCategoricalFeatures: Array[String]
  28. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  29. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  30. final def getInputCols: Array[String]
    Definition Classes
    HasInputCols
  31. def getKernelWidth: Double
    Definition Classes
    LIMEParams
  32. final def getMetricsCol: String
    Definition Classes
    HasMetricsCol
  33. final def getModel: Transformer
    Definition Classes
    HasModel
  34. final def getNumSamples: Int
    Definition Classes
    HasNumSamples
  35. final def getNumSamplesOpt: Option[Int]
    Definition Classes
    HasNumSamples
  36. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  37. final def getOutputCol: String
    Definition Classes
    HasOutputCol
  38. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  39. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  40. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  41. def getRegularization: Double
    Definition Classes
    LIMEParams
  42. def getSampleSchema(sampleType: DataType): DataType
    Attributes
    protected
    Definition Classes
    LIMEBase
  43. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  44. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  45. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  46. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  47. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  48. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  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 inputCols: StringArrayParam
    Definition Classes
    HasInputCols
  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. val kernelWidth: DoubleParam
    Definition Classes
    LIMEParams
  57. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  58. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  59. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  60. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  61. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  66. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  67. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  70. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  71. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  72. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  73. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  74. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  77. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  78. final val metricsCol: Param[String]
    Definition Classes
    HasMetricsCol
  79. final val model: TransformerParam
    Definition Classes
    HasModel
  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
    LocalExplainer
  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 regularization: DoubleParam
    Definition Classes
    LIMEParams
  116. val sampleField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  117. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  118. final def set(paramPair: ParamPair[_]): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  119. final def set(param: String, value: Any): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  120. final def set[T](param: Param[T], value: T): TabularLIME.this.type
    Definition Classes
    Params
  121. final def setBackgroundData(value: DataFrame): TabularLIME.this.type
    Definition Classes
    HasBackgroundData
  122. def setCategoricalFeatures(values: Array[String]): TabularLIME.this.type
  123. final def setDefault(paramPairs: ParamPair[_]*): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  124. final def setDefault[T](param: Param[T], value: T): TabularLIME.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  125. def setInputCols(values: Array[String]): TabularLIME.this.type
  126. def setKernelWidth(v: Double): TabularLIME.this.type
    Definition Classes
    LIMEParams
  127. final def setMetricsCol(v: String): TabularLIME.this.type
    Definition Classes
    HasMetricsCol
  128. final def setModel(v: Transformer): TabularLIME.this.type
    Definition Classes
    HasModel
  129. final def setNumSamples(value: Int): TabularLIME.this.type
    Definition Classes
    HasNumSamples
  130. final def setOutputCol(value: String): TabularLIME.this.type
    Definition Classes
    LocalExplainer
  131. def setRegularization(v: Double): TabularLIME.this.type
    Definition Classes
    LIMEParams
  132. final def setTargetClasses(values: Array[Int]): TabularLIME.this.type
    Definition Classes
    HasExplainTarget
  133. final def setTargetClassesCol(value: String): TabularLIME.this.type
    Definition Classes
    HasExplainTarget
  134. final def setTargetCol(value: String): TabularLIME.this.type
    Definition Classes
    HasExplainTarget
  135. val stateField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  136. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  137. final val targetClasses: IntArrayParam
    Definition Classes
    HasExplainTarget
  138. final val targetClassesCol: Param[String]
    Definition Classes
    HasExplainTarget
  139. final val targetCol: Param[String]
    Definition Classes
    HasExplainTarget
  140. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  141. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  142. final def transform(instances: Dataset[_]): DataFrame
    Definition Classes
    LIMEBase → Transformer
  143. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  144. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  145. def transformSchema(schema: StructType): StructType
    Definition Classes
    LIMEBase → LocalExplainer → PipelineStage
  146. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  147. val uid: String
    Definition Classes
    TabularLIME → LIMEBase → SynapseMLLogging → Identifiable
  148. def validateSchema(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    TabularLIME → HasMetricsCol → LocalExplainer → HasExplainTarget → CanValidateSchema
  149. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  150. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  151. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  152. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasBackgroundData

Inherited from HasInputCols

Inherited from LIMEBase

Inherited from SynapseMLLogging

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from LIMEParams

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