class ImageLIME extends LIMEBase with ImageLIMEParams with ImageExplainer

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Inherited
  1. ImageLIME
  2. ImageExplainer
  3. ImageLIMEParams
  4. HasSuperpixelCol
  5. HasInputCol
  6. HasModifier
  7. HasCellSize
  8. HasSamplingFraction
  9. LIMEBase
  10. BasicLogging
  11. Wrappable
  12. RWrappable
  13. PythonWrappable
  14. BaseWrappable
  15. LIMEParams
  16. HasMetricsCol
  17. HasNumSamples
  18. LocalExplainer
  19. ComplexParamsWritable
  20. MLWritable
  21. HasModel
  22. HasOutputCol
  23. HasExplainTarget
  24. CanValidateSchema
  25. Transformer
  26. PipelineStage
  27. Logging
  28. Params
  29. Serializable
  30. Serializable
  31. Identifiable
  32. AnyRef
  33. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new ImageLIME()
  2. new ImageLIME(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. val cellSize: DoubleParam
    Definition Classes
    HasCellSize
  7. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  8. final def clear(param: Param[_]): ImageLIME.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  11. def copy(extra: ParamMap): Transformer
    Definition Classes
    LIMEBase → Transformer → PipelineStage → Params
  12. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  13. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  14. def createSamples(df: DataFrame, idCol: String, stateCol: String, distanceCol: String, targetClassesCol: String): DataFrame
    Attributes
    protected
    Definition Classes
    ImageLIME → LIMEBase
  15. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. val distanceField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  17. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  18. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  19. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  20. def explainParams(): String
    Definition Classes
    Params
  21. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  22. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  23. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  24. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  25. def getCellSize: Double
    Definition Classes
    HasCellSize
  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. final def getInputCol: String
    Definition Classes
    HasInputCol
  29. def getKernelWidth: Double
    Definition Classes
    LIMEParams
  30. final def getMetricsCol: String
    Definition Classes
    HasMetricsCol
  31. final def getModel: Transformer
    Definition Classes
    HasModel
  32. def getModifier: Double
    Definition Classes
    HasModifier
  33. final def getNumSamples: Int
    Definition Classes
    HasNumSamples
  34. final def getNumSamplesOpt: Option[Int]
    Definition Classes
    HasNumSamples
  35. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  36. final def getOutputCol: String
    Definition Classes
    HasOutputCol
  37. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  38. def getRegularization: Double
    Definition Classes
    LIMEParams
  39. def getSampleSchema(sampleType: DataType): DataType
    Attributes
    protected
    Definition Classes
    LIMEBase
  40. final def getSamplingFraction: Double
    Definition Classes
    HasSamplingFraction
  41. final def getSuperpixelCol: String
    Definition Classes
    HasSuperpixelCol
  42. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  43. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  44. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  45. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  46. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  47. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  48. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  49. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  50. final val inputCol: Param[String]
    Definition Classes
    HasInputCol
  51. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  52. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  53. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  54. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  55. val kernelWidth: DoubleParam
    Definition Classes
    LIMEParams
  56. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  57. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  58. def logClass(): Unit
    Definition Classes
    BasicLogging
  59. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  64. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  65. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  68. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  69. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  71. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  72. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  73. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  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. val modifier: DoubleParam
    Definition Classes
    HasModifier
  81. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  82. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  83. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  84. final val numSamples: IntParam
    Definition Classes
    HasNumSamples
  85. final val outputCol: Param[String]
    Definition Classes
    HasOutputCol
  86. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  87. def preprocess(df: DataFrame): DataFrame
    Attributes
    protected
    Definition Classes
    ImageExplainer
  88. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  89. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  93. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  95. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  97. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  98. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  99. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  100. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  101. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  102. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  103. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  108. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  109. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  110. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  111. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  112. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  113. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  114. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  115. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  116. val regularization: DoubleParam
    Definition Classes
    LIMEParams
  117. val sampleField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  118. final val samplingFraction: DoubleParam
    Definition Classes
    HasSamplingFraction
  119. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  120. final def set(paramPair: ParamPair[_]): ImageLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  121. final def set(param: String, value: Any): ImageLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  122. final def set[T](param: Param[T], value: T): ImageLIME.this.type
    Definition Classes
    Params
  123. def setCellSize(v: Double): ImageLIME.this.type
    Definition Classes
    HasCellSize
  124. final def setDefault(paramPairs: ParamPair[_]*): ImageLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  125. final def setDefault[T](param: Param[T], value: T): ImageLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  126. def setInputCol(value: String): ImageLIME.this.type
    Definition Classes
    ImageLIMEParams
  127. def setKernelWidth(v: Double): ImageLIME.this.type
    Definition Classes
    LIMEParams
  128. final def setMetricsCol(v: String): ImageLIME.this.type
    Definition Classes
    HasMetricsCol
  129. final def setModel(v: Transformer): ImageLIME.this.type
    Definition Classes
    HasModel
  130. def setModifier(v: Double): ImageLIME.this.type
    Definition Classes
    HasModifier
  131. final def setNumSamples(value: Int): ImageLIME.this.type
    Definition Classes
    HasNumSamples
  132. final def setOutputCol(value: String): ImageLIME.this.type
    Definition Classes
    LocalExplainer
  133. def setRegularization(v: Double): ImageLIME.this.type
    Definition Classes
    LIMEParams
  134. final def setSamplingFraction(d: Double): ImageLIME.this.type
    Definition Classes
    HasSamplingFraction
  135. final def setSuperpixelCol(v: String): ImageLIME.this.type
    Definition Classes
    HasSuperpixelCol
  136. final def setTargetClasses(values: Array[Int]): ImageLIME.this.type
    Definition Classes
    HasExplainTarget
  137. final def setTargetClassesCol(value: String): ImageLIME.this.type
    Definition Classes
    HasExplainTarget
  138. final def setTargetCol(value: String): ImageLIME.this.type
    Definition Classes
    HasExplainTarget
  139. val stateField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  140. final val superpixelCol: Param[String]
    Definition Classes
    HasSuperpixelCol
  141. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  142. final val targetClasses: IntArrayParam
    Definition Classes
    HasExplainTarget
  143. final val targetClassesCol: Param[String]
    Definition Classes
    HasExplainTarget
  144. final val targetCol: Param[String]
    Definition Classes
    HasExplainTarget
  145. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  146. final def transform(instances: Dataset[_]): DataFrame
    Definition Classes
    LIMEBase → Transformer
  147. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  148. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  149. def transformSchema(schema: StructType): StructType
    Definition Classes
    ImageLIME → LIMEBase → LocalExplainer → PipelineStage
  150. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  151. val uid: String
    Definition Classes
    ImageLIME → LIMEBase → BasicLogging → Identifiable
  152. def validateSchema(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    ImageLIME → HasMetricsCol → LocalExplainer → HasExplainTarget → CanValidateSchema
  153. val ver: String
    Definition Classes
    BasicLogging
  154. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  155. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  156. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  157. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from ImageExplainer

Inherited from ImageLIMEParams

Inherited from HasSuperpixelCol

Inherited from HasInputCol

Inherited from HasModifier

Inherited from HasCellSize

Inherited from HasSamplingFraction

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