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. SynapseMLLogging
  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 getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  39. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  40. def getRegularization: Double
    Definition Classes
    LIMEParams
  41. def getSampleSchema(sampleType: DataType): DataType
    Attributes
    protected
    Definition Classes
    LIMEBase
  42. final def getSamplingFraction: Double
    Definition Classes
    HasSamplingFraction
  43. final def getSuperpixelCol: String
    Definition Classes
    HasSuperpixelCol
  44. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  45. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  46. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  47. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  48. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  49. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  50. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  51. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  52. final val inputCol: Param[String]
    Definition Classes
    HasInputCol
  53. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  54. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  55. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  56. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  57. val kernelWidth: DoubleParam
    Definition Classes
    LIMEParams
  58. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  59. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  60. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  61. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  62. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  67. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  68. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  71. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  72. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  73. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  74. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  75. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  77. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  78. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  79. final val metricsCol: Param[String]
    Definition Classes
    HasMetricsCol
  80. final val model: TransformerParam
    Definition Classes
    HasModel
  81. val modifier: DoubleParam
    Definition Classes
    HasModifier
  82. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  83. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  84. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  85. final val numSamples: IntParam
    Definition Classes
    HasNumSamples
  86. final val outputCol: Param[String]
    Definition Classes
    HasOutputCol
  87. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  88. def preprocess(df: DataFrame): DataFrame
    Attributes
    protected
    Definition Classes
    ImageExplainer
  89. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  90. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  93. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  95. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  96. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  97. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  98. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  99. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  100. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  101. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  102. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  103. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  108. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  109. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  110. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  111. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  112. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  113. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  114. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  115. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  116. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  117. val regularization: DoubleParam
    Definition Classes
    LIMEParams
  118. val sampleField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  119. final val samplingFraction: DoubleParam
    Definition Classes
    HasSamplingFraction
  120. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  121. final def set(paramPair: ParamPair[_]): ImageLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  122. final def set(param: String, value: Any): ImageLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  123. final def set[T](param: Param[T], value: T): ImageLIME.this.type
    Definition Classes
    Params
  124. def setCellSize(v: Double): ImageLIME.this.type
    Definition Classes
    HasCellSize
  125. final def setDefault(paramPairs: ParamPair[_]*): ImageLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  126. final def setDefault[T](param: Param[T], value: T): ImageLIME.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  127. def setInputCol(value: String): ImageLIME.this.type
    Definition Classes
    ImageLIMEParams
  128. def setKernelWidth(v: Double): ImageLIME.this.type
    Definition Classes
    LIMEParams
  129. final def setMetricsCol(v: String): ImageLIME.this.type
    Definition Classes
    HasMetricsCol
  130. final def setModel(v: Transformer): ImageLIME.this.type
    Definition Classes
    HasModel
  131. def setModifier(v: Double): ImageLIME.this.type
    Definition Classes
    HasModifier
  132. final def setNumSamples(value: Int): ImageLIME.this.type
    Definition Classes
    HasNumSamples
  133. final def setOutputCol(value: String): ImageLIME.this.type
    Definition Classes
    LocalExplainer
  134. def setRegularization(v: Double): ImageLIME.this.type
    Definition Classes
    LIMEParams
  135. final def setSamplingFraction(d: Double): ImageLIME.this.type
    Definition Classes
    HasSamplingFraction
  136. final def setSuperpixelCol(v: String): ImageLIME.this.type
    Definition Classes
    HasSuperpixelCol
  137. final def setTargetClasses(values: Array[Int]): ImageLIME.this.type
    Definition Classes
    HasExplainTarget
  138. final def setTargetClassesCol(value: String): ImageLIME.this.type
    Definition Classes
    HasExplainTarget
  139. final def setTargetCol(value: String): ImageLIME.this.type
    Definition Classes
    HasExplainTarget
  140. val stateField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  141. final val superpixelCol: Param[String]
    Definition Classes
    HasSuperpixelCol
  142. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  143. final val targetClasses: IntArrayParam
    Definition Classes
    HasExplainTarget
  144. final val targetClassesCol: Param[String]
    Definition Classes
    HasExplainTarget
  145. final val targetCol: Param[String]
    Definition Classes
    HasExplainTarget
  146. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  147. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  148. final def transform(instances: Dataset[_]): DataFrame
    Definition Classes
    LIMEBase → Transformer
  149. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  150. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  151. def transformSchema(schema: StructType): StructType
    Definition Classes
    ImageLIME → LIMEBase → LocalExplainer → PipelineStage
  152. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  153. val uid: String
    Definition Classes
    ImageLIME → LIMEBase → SynapseMLLogging → Identifiable
  154. def validateSchema(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    ImageLIME → HasMetricsCol → LocalExplainer → HasExplainTarget → CanValidateSchema
  155. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  156. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  157. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  158. 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 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