Packages

class TabularLIME extends Estimator[TabularLIMEModel] with LIMEParams with Wrappable with ComplexParamsWritable with BasicLogging

Annotations
@deprecated
Deprecated

(Since version 1.0.0-rc3) Please use 'com.microsoft.azure.synapse.ml.explainers.VectorLIME'.

Linear Supertypes
BasicLogging, ComplexParamsWritable, MLWritable, Wrappable, DotnetWrappable, RWrappable, PythonWrappable, BaseWrappable, LIMEParams, HasPredictionCol, HasOutputCol, HasInputCol, Estimator[TabularLIMEModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. TabularLIME
  2. BasicLogging
  3. ComplexParamsWritable
  4. MLWritable
  5. Wrappable
  6. DotnetWrappable
  7. RWrappable
  8. PythonWrappable
  9. BaseWrappable
  10. LIMEParams
  11. HasPredictionCol
  12. HasOutputCol
  13. HasInputCol
  14. Estimator
  15. PipelineStage
  16. Logging
  17. Params
  18. Serializable
  19. Serializable
  20. Identifiable
  21. AnyRef
  22. 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. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  7. final def clear(param: Param[_]): TabularLIME.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  10. def copy(extra: ParamMap): TabularLIME
    Definition Classes
    TabularLIME → Estimator → PipelineStage → Params
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  13. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  15. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  16. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  17. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  18. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  19. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  32. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  33. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  34. def explainParams(): String
    Definition Classes
    Params
  35. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  36. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  37. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  38. def fit(dataset: Dataset[_]): TabularLIMEModel
    Definition Classes
    TabularLIME → Estimator
  39. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[TabularLIMEModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  40. def fit(dataset: Dataset[_], paramMap: ParamMap): TabularLIMEModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  41. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): TabularLIMEModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  42. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  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 getInputCol: String

    Definition Classes
    HasInputCol
  46. def getModel: Transformer
    Definition Classes
    LIMEParams
  47. def getNSamples: Int
    Definition Classes
    LIMEParams
  48. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  49. def getOutputCol: String

    Definition Classes
    HasOutputCol
  50. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  51. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  52. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  53. def getRegularization: Double
    Definition Classes
    LIMEParams
  54. def getSamplingFraction: Double
    Definition Classes
    LIMEParams
  55. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  56. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  57. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  58. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  59. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. val inputCol: Param[String]

    The name of the input column

    The name of the input column

    Definition Classes
    HasInputCol
  61. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  62. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  63. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  64. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  65. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  66. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  67. def logClass(): Unit
    Definition Classes
    BasicLogging
  68. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  71. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  72. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  73. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  74. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  77. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  78. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  79. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  80. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  81. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  82. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  83. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  84. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  85. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  86. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  87. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  88. val model: TransformerParam
    Definition Classes
    LIMEParams
  89. val nSamples: IntParam
    Definition Classes
    LIMEParams
  90. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  91. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  92. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  93. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  94. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  95. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  96. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  97. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  98. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  99. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  100. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  101. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  102. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  103. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  108. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  109. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  110. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  111. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  112. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  113. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  114. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  115. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  116. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  117. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  118. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  119. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  120. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  121. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  122. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  123. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  124. val regularization: DoubleParam
    Definition Classes
    LIMEParams
  125. val samplingFraction: DoubleParam
    Definition Classes
    LIMEParams
  126. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  127. final def set(paramPair: ParamPair[_]): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  128. final def set(param: String, value: Any): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  129. final def set[T](param: Param[T], value: T): TabularLIME.this.type
    Definition Classes
    Params
  130. final def setDefault(paramPairs: ParamPair[_]*): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  131. final def setDefault[T](param: Param[T], value: T): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  132. def setInputCol(value: String): TabularLIME.this.type

    Definition Classes
    HasInputCol
  133. def setModel(v: Transformer): TabularLIME.this.type
    Definition Classes
    LIMEParams
  134. def setNSamples(v: Int): TabularLIME.this.type
    Definition Classes
    LIMEParams
  135. def setOutputCol(value: String): TabularLIME.this.type

    Definition Classes
    HasOutputCol
  136. def setPredictionCol(v: String): TabularLIME.this.type
    Definition Classes
    LIMEParams
  137. def setRegularization(v: Double): TabularLIME.this.type
    Definition Classes
    LIMEParams
  138. def setSamplingFraction(d: Double): TabularLIME.this.type
    Definition Classes
    LIMEParams
  139. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  140. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  141. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  142. def transformSchema(schema: StructType): StructType
    Definition Classes
    TabularLIME → PipelineStage
  143. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  144. val uid: String
    Definition Classes
    TabularLIME → BasicLogging → Identifiable
  145. val ver: String
    Definition Classes
    BasicLogging
  146. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  147. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  148. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  149. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from BasicLogging

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from DotnetWrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from LIMEParams

Inherited from HasPredictionCol

Inherited from HasOutputCol

Inherited from HasInputCol

Inherited from Estimator[TabularLIMEModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped