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. DotnetWrappable
  13. RWrappable
  14. PythonWrappable
  15. BaseWrappable
  16. LIMEParams
  17. HasMetricsCol
  18. HasNumSamples
  19. LocalExplainer
  20. ComplexParamsWritable
  21. MLWritable
  22. HasModel
  23. HasOutputCol
  24. HasExplainTarget
  25. CanValidateSchema
  26. Transformer
  27. PipelineStage
  28. Logging
  29. Params
  30. Serializable
  31. Serializable
  32. Identifiable
  33. AnyRef
  34. 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. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  18. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  19. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  34. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  35. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  36. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  37. def explainParams(): String
    Definition Classes
    Params
  38. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  39. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  40. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  41. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  42. def getCellSize: Double
    Definition Classes
    HasCellSize
  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. final def getInputCol: String
    Definition Classes
    HasInputCol
  46. def getKernelWidth: Double
    Definition Classes
    LIMEParams
  47. final def getMetricsCol: String
    Definition Classes
    HasMetricsCol
  48. final def getModel: Transformer
    Definition Classes
    HasModel
  49. def getModifier: Double
    Definition Classes
    HasModifier
  50. final def getNumSamples: Int
    Definition Classes
    HasNumSamples
  51. final def getNumSamplesOpt: Option[Int]
    Definition Classes
    HasNumSamples
  52. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  53. final def getOutputCol: String
    Definition Classes
    HasOutputCol
  54. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  55. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  56. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  57. def getRegularization: Double
    Definition Classes
    LIMEParams
  58. def getSampleSchema(sampleType: DataType): DataType
    Attributes
    protected
    Definition Classes
    LIMEBase
  59. final def getSamplingFraction: Double
    Definition Classes
    HasSamplingFraction
  60. final def getSuperpixelCol: String
    Definition Classes
    HasSuperpixelCol
  61. final def getTargetClasses: Array[Int]
    Definition Classes
    HasExplainTarget
  62. final def getTargetClassesCol: String
    Definition Classes
    HasExplainTarget
  63. final def getTargetCol: String
    Definition Classes
    HasExplainTarget
  64. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  65. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  66. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  67. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  68. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. final val inputCol: Param[String]
    Definition Classes
    HasInputCol
  70. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  71. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  72. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  73. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  74. val kernelWidth: DoubleParam
    Definition Classes
    LIMEParams
  75. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  76. def logBase(info: Map[String, String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  77. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  78. def logClass(): Unit
    Definition Classes
    SynapseMLLogging
  79. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  80. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  81. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  82. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  84. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  85. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  86. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  87. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  88. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  89. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  90. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  91. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  92. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  93. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  94. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  95. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  96. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  97. final val metricsCol: Param[String]
    Definition Classes
    HasMetricsCol
  98. final val model: TransformerParam
    Definition Classes
    HasModel
  99. val modifier: DoubleParam
    Definition Classes
    HasModifier
  100. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  101. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  102. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  103. final val numSamples: IntParam
    Definition Classes
    HasNumSamples
  104. final val outputCol: Param[String]
    Definition Classes
    HasOutputCol
  105. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  106. def preprocess(df: DataFrame): DataFrame
    Attributes
    protected
    Definition Classes
    ImageExplainer
  107. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  108. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  109. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  110. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  111. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  112. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  113. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  114. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  115. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  116. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  117. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  118. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  119. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  120. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  121. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  122. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  123. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  124. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  125. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  126. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  127. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  128. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  129. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  130. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  131. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  132. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  133. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  134. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  135. val regularization: DoubleParam
    Definition Classes
    LIMEParams
  136. val sampleField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  137. final val samplingFraction: DoubleParam
    Definition Classes
    HasSamplingFraction
  138. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  139. final def set(paramPair: ParamPair[_]): ImageLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  140. final def set(param: String, value: Any): ImageLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  141. final def set[T](param: Param[T], value: T): ImageLIME.this.type
    Definition Classes
    Params
  142. def setCellSize(v: Double): ImageLIME.this.type
    Definition Classes
    HasCellSize
  143. final def setDefault(paramPairs: ParamPair[_]*): ImageLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  144. final def setDefault[T](param: Param[T], value: T): ImageLIME.this.type
    Attributes
    protected
    Definition Classes
    Params
  145. def setInputCol(value: String): ImageLIME.this.type
    Definition Classes
    ImageLIMEParams
  146. def setKernelWidth(v: Double): ImageLIME.this.type
    Definition Classes
    LIMEParams
  147. final def setMetricsCol(v: String): ImageLIME.this.type
    Definition Classes
    HasMetricsCol
  148. final def setModel(v: Transformer): ImageLIME.this.type
    Definition Classes
    HasModel
  149. def setModifier(v: Double): ImageLIME.this.type
    Definition Classes
    HasModifier
  150. final def setNumSamples(value: Int): ImageLIME.this.type
    Definition Classes
    HasNumSamples
  151. final def setOutputCol(value: String): ImageLIME.this.type
    Definition Classes
    LocalExplainer
  152. def setRegularization(v: Double): ImageLIME.this.type
    Definition Classes
    LIMEParams
  153. final def setSamplingFraction(d: Double): ImageLIME.this.type
    Definition Classes
    HasSamplingFraction
  154. final def setSuperpixelCol(v: String): ImageLIME.this.type
    Definition Classes
    HasSuperpixelCol
  155. final def setTargetClasses(values: Array[Int]): ImageLIME.this.type
    Definition Classes
    HasExplainTarget
  156. final def setTargetClassesCol(value: String): ImageLIME.this.type
    Definition Classes
    HasExplainTarget
  157. final def setTargetCol(value: String): ImageLIME.this.type
    Definition Classes
    HasExplainTarget
  158. val stateField: String
    Attributes
    protected
    Definition Classes
    LIMEBase
  159. final val superpixelCol: Param[String]
    Definition Classes
    HasSuperpixelCol
  160. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  161. final val targetClasses: IntArrayParam
    Definition Classes
    HasExplainTarget
  162. final val targetClassesCol: Param[String]
    Definition Classes
    HasExplainTarget
  163. final val targetCol: Param[String]
    Definition Classes
    HasExplainTarget
  164. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  165. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  166. final def transform(instances: Dataset[_]): DataFrame
    Definition Classes
    LIMEBase → Transformer
  167. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  168. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  169. def transformSchema(schema: StructType): StructType
    Definition Classes
    ImageLIME → LIMEBase → LocalExplainer → PipelineStage
  170. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  171. val uid: String
    Definition Classes
    ImageLIME → LIMEBase → SynapseMLLogging → Identifiable
  172. def validateSchema(schema: StructType): Unit
    Attributes
    protected
    Definition Classes
    ImageLIME → HasMetricsCol → LocalExplainer → HasExplainTarget → CanValidateSchema
  173. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  174. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  175. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  176. 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 DotnetWrappable

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