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, 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. RWrappable
  7. PythonWrappable
  8. BaseWrappable
  9. LIMEParams
  10. HasPredictionCol
  11. HasOutputCol
  12. HasInputCol
  13. Estimator
  14. PipelineStage
  15. Logging
  16. Params
  17. Serializable
  18. Serializable
  19. Identifiable
  20. AnyRef
  21. Any
  1. Hide All
  2. Show All
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. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  16. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  17. def explainParams(): String
    Definition Classes
    Params
  18. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  19. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  20. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  21. def fit(dataset: Dataset[_]): TabularLIMEModel
    Definition Classes
    TabularLIME → Estimator
  22. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[TabularLIMEModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  23. def fit(dataset: Dataset[_], paramMap: ParamMap): TabularLIMEModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  24. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): TabularLIMEModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  25. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  26. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  27. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  28. def getInputCol: String

    Definition Classes
    HasInputCol
  29. def getModel: Transformer
    Definition Classes
    LIMEParams
  30. def getNSamples: Int
    Definition Classes
    LIMEParams
  31. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  32. def getOutputCol: String

    Definition Classes
    HasOutputCol
  33. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  34. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  35. def getRegularization: Double
    Definition Classes
    LIMEParams
  36. def getSamplingFraction: Double
    Definition Classes
    LIMEParams
  37. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  38. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  39. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  40. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  41. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  42. val inputCol: Param[String]

    The name of the input column

    The name of the input column

    Definition Classes
    HasInputCol
  43. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  44. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  45. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  46. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  47. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  48. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  49. def logClass(): Unit
    Definition Classes
    BasicLogging
  50. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  51. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  52. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  53. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  54. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  55. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  56. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  57. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  58. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  59. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  60. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  63. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  64. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  65. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  68. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  69. val model: TransformerParam
    Definition Classes
    LIMEParams
  70. val nSamples: IntParam
    Definition Classes
    LIMEParams
  71. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  72. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  73. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  74. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  75. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  76. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  77. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  78. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  79. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  80. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  81. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  82. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  83. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  84. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  85. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  86. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  87. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  88. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  89. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  93. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  95. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  97. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  98. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  99. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  100. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  101. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  102. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  103. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  104. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  105. val regularization: DoubleParam
    Definition Classes
    LIMEParams
  106. val samplingFraction: DoubleParam
    Definition Classes
    LIMEParams
  107. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  108. final def set(paramPair: ParamPair[_]): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  109. final def set(param: String, value: Any): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  110. final def set[T](param: Param[T], value: T): TabularLIME.this.type
    Definition Classes
    Params
  111. final def setDefault(paramPairs: ParamPair[_]*): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  112. final def setDefault[T](param: Param[T], value: T): TabularLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  113. def setInputCol(value: String): TabularLIME.this.type

    Definition Classes
    HasInputCol
  114. def setModel(v: Transformer): TabularLIME.this.type
    Definition Classes
    LIMEParams
  115. def setNSamples(v: Int): TabularLIME.this.type
    Definition Classes
    LIMEParams
  116. def setOutputCol(value: String): TabularLIME.this.type

    Definition Classes
    HasOutputCol
  117. def setPredictionCol(v: String): TabularLIME.this.type
    Definition Classes
    LIMEParams
  118. def setRegularization(v: Double): TabularLIME.this.type
    Definition Classes
    LIMEParams
  119. def setSamplingFraction(d: Double): TabularLIME.this.type
    Definition Classes
    LIMEParams
  120. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  121. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  122. def transformSchema(schema: StructType): StructType
    Definition Classes
    TabularLIME → PipelineStage
  123. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  124. val uid: String
    Definition Classes
    TabularLIME → BasicLogging → Identifiable
  125. val ver: String
    Definition Classes
    BasicLogging
  126. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  127. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  128. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  129. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from BasicLogging

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from Wrappable

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