class TabularLIME extends LIMEBase with HasInputCols with HasBackgroundData

Linear Supertypes
HasBackgroundData, HasInputCols, LIMEBase, BasicLogging, 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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  2. By Inheritance
Inherited
  1. TabularLIME
  2. HasBackgroundData
  3. HasInputCols
  4. LIMEBase
  5. BasicLogging
  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 getRegularization: Double
    Definition Classes
    LIMEParams
  40. def getSampleSchema(sampleType: DataType): DataType
    Attributes
    protected
    Definition Classes
    LIMEBase
  41. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  42. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  43. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  44. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  45. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  46. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  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 inputCols: StringArrayParam
    Definition Classes
    HasInputCols
  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. val kernelWidth: DoubleParam
    Definition Classes
    LIMEParams
  55. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  56. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  57. def logClass(): Unit
    Definition Classes
    BasicLogging
  58. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  63. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  64. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  67. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  68. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  71. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  72. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  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. 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
    LocalExplainer
  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 regularization: DoubleParam
    Definition Classes
    LIMEParams
  115. val sampleField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  116. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  117. final def set(paramPair: ParamPair[_]): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  118. final def set(param: String, value: Any): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  119. final def set[T](param: Param[T], value: T): TabularLIME.this.type
    Definition Classes
    Params
  120. final def setBackgroundData(value: DataFrame): TabularLIME.this.type
    Definition Classes
    HasBackgroundData
  121. def setCategoricalFeatures(values: Array[String]): TabularLIME.this.type
  122. final def setDefault(paramPairs: ParamPair[_]*): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  123. final def setDefault[T](param: Param[T], value: T): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  124. def setInputCols(values: Array[String]): TabularLIME.this.type
  125. def setKernelWidth(v: Double): TabularLIME.this.type
    Definition Classes
    LIMEParams
  126. final def setMetricsCol(v: String): TabularLIME.this.type
    Definition Classes
    HasMetricsCol
  127. final def setModel(v: Transformer): TabularLIME.this.type
    Definition Classes
    HasModel
  128. final def setNumSamples(value: Int): TabularLIME.this.type
    Definition Classes
    HasNumSamples
  129. final def setOutputCol(value: String): TabularLIME.this.type
    Definition Classes
    LocalExplainer
  130. def setRegularization(v: Double): TabularLIME.this.type
    Definition Classes
    LIMEParams
  131. final def setTargetClasses(values: Array[Int]): TabularLIME.this.type
    Definition Classes
    HasExplainTarget
  132. final def setTargetClassesCol(value: String): TabularLIME.this.type
    Definition Classes
    HasExplainTarget
  133. final def setTargetCol(value: String): TabularLIME.this.type
    Definition Classes
    HasExplainTarget
  134. val stateField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  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. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  140. final def transform(instances: Dataset[_]): DataFrame
    Definition Classes
    LIMEBase → Transformer
  141. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  142. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  143. def transformSchema(schema: StructType): StructType
    Definition Classes
    LIMEBase → LocalExplainer → PipelineStage
  144. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  145. val uid: String
    Definition Classes
    TabularLIME → LIMEBase → BasicLogging → Identifiable
  146. def validateSchema(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    TabularLIME → HasMetricsCol → LocalExplainer → HasExplainTarget → CanValidateSchema
  147. val ver: String
    Definition Classes
    BasicLogging
  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. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from HasBackgroundData

Inherited from HasInputCols

Inherited from LIMEBase

Inherited from BasicLogging

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