abstract class KernelSHAPBase extends Transformer with LocalExplainer with KernelSHAPParams with Wrappable with BasicLogging
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- KernelSHAPBase
- BasicLogging
- Wrappable
- RWrappable
- PythonWrappable
- BaseWrappable
- KernelSHAPParams
- HasMetricsCol
- HasNumSamples
- LocalExplainer
- ComplexParamsWritable
- MLWritable
- HasModel
- HasOutputCol
- HasExplainTarget
- CanValidateSchema
- Transformer
- PipelineStage
- Logging
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Instance Constructors
- new KernelSHAPBase(uid: String)
Abstract Value Members
Concrete Value Members
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final
def
!=(arg0: Any): Boolean
- Definition Classes
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final
def
##(): Int
- Definition Classes
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final
def
$[T](param: Param[T]): T
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- Definition Classes
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final
def
==(arg0: Any): Boolean
- Definition Classes
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final
def
asInstanceOf[T0]: T0
- Definition Classes
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lazy val
classNameHelper: String
- Attributes
- protected
- Definition Classes
- BaseWrappable
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final
def
clear(param: Param[_]): KernelSHAPBase.this.type
- Definition Classes
- Params
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def
clone(): AnyRef
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws( ... ) @native()
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val
coalitionField: String
- Attributes
- protected
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def
companionModelClassName: String
- Attributes
- protected
- Definition Classes
- BaseWrappable
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def
copy(extra: ParamMap): Transformer
- Definition Classes
- KernelSHAPBase → Transformer → PipelineStage → Params
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def
copyValues[T <: Params](to: T, extra: ParamMap): T
- Attributes
- protected
- Definition Classes
- Params
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lazy val
copyrightLines: String
- Attributes
- protected
- Definition Classes
- BaseWrappable
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final
def
defaultCopy[T <: Params](extra: ParamMap): T
- Attributes
- protected
- Definition Classes
- Params
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final
def
eq(arg0: AnyRef): Boolean
- Definition Classes
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def
equals(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
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def
explainParam(param: Param[_]): String
- Definition Classes
- Params
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def
explainParams(): String
- Definition Classes
- Params
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final
def
extractParamMap(): ParamMap
- Definition Classes
- Params
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final
def
extractParamMap(extra: ParamMap): ParamMap
- Definition Classes
- Params
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def
finalize(): Unit
- Attributes
- protected[lang]
- Definition Classes
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- @throws( classOf[java.lang.Throwable] )
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final
def
get[T](param: Param[T]): Option[T]
- Definition Classes
- Params
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final
def
getClass(): Class[_]
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
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final
def
getDefault[T](param: Param[T]): Option[T]
- Definition Classes
- Params
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def
getInfWeight: Double
- Definition Classes
- KernelSHAPParams
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final
def
getMetricsCol: String
- Definition Classes
- HasMetricsCol
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final
def
getModel: Transformer
- Definition Classes
- HasModel
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final
def
getNumSamples: Int
- Definition Classes
- HasNumSamples
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final
def
getNumSamplesOpt: Option[Int]
- Definition Classes
- HasNumSamples
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final
def
getOrDefault[T](param: Param[T]): T
- Definition Classes
- Params
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final
def
getOutputCol: String
- Definition Classes
- HasOutputCol
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def
getParam(paramName: String): Param[Any]
- Definition Classes
- Params
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def
getSampleSchema(sampleType: DataType): DataType
- Attributes
- protected
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final
def
getTargetClasses: Array[Int]
- Definition Classes
- HasExplainTarget
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final
def
getTargetClassesCol: String
- Definition Classes
- HasExplainTarget
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final
def
getTargetCol: String
- Definition Classes
- HasExplainTarget
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final
def
hasDefault[T](param: Param[T]): Boolean
- Definition Classes
- Params
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def
hasParam(paramName: String): Boolean
- Definition Classes
- Params
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def
hashCode(): Int
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
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val
infWeight: DoubleParam
- Definition Classes
- KernelSHAPParams
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def
initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
- Attributes
- protected
- Definition Classes
- Logging
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def
initializeLogIfNecessary(isInterpreter: Boolean): Unit
- Attributes
- protected
- Definition Classes
- Logging
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final
def
isDefined(param: Param[_]): Boolean
- Definition Classes
- Params
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final
def
isInstanceOf[T0]: Boolean
- Definition Classes
- Any
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final
def
isSet(param: Param[_]): Boolean
- Definition Classes
- Params
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def
isTraceEnabled(): Boolean
- Attributes
- protected
- Definition Classes
- Logging
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def
log: Logger
- Attributes
- protected
- Definition Classes
- Logging
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def
logBase(methodName: String): Unit
- Attributes
- protected
- Definition Classes
- BasicLogging
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def
logClass(): Unit
- Definition Classes
- BasicLogging
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def
logDebug(msg: ⇒ String, throwable: Throwable): Unit
- Attributes
- protected
- Definition Classes
- Logging
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def
logDebug(msg: ⇒ String): Unit
- Attributes
- protected
- Definition Classes
- Logging
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def
logError(msg: ⇒ String, throwable: Throwable): Unit
- Attributes
- protected
- Definition Classes
- Logging
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def
logError(msg: ⇒ String): Unit
- Attributes
- protected
- Definition Classes
- Logging
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def
logErrorBase(methodName: String, e: Exception): Unit
- Attributes
- protected
- Definition Classes
- BasicLogging
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def
logFit[T](f: ⇒ T): T
- Definition Classes
- BasicLogging
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def
logInfo(msg: ⇒ String, throwable: Throwable): Unit
- Attributes
- protected
- Definition Classes
- Logging
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def
logInfo(msg: ⇒ String): Unit
- Attributes
- protected
- Definition Classes
- Logging
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def
logName: String
- Attributes
- protected
- Definition Classes
- Logging
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def
logPredict[T](f: ⇒ T): T
- Definition Classes
- BasicLogging
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def
logTrace(msg: ⇒ String, throwable: Throwable): Unit
- Attributes
- protected
- Definition Classes
- Logging
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def
logTrace(msg: ⇒ String): Unit
- Attributes
- protected
- Definition Classes
- Logging
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def
logTrain[T](f: ⇒ T): T
- Definition Classes
- BasicLogging
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def
logTransform[T](f: ⇒ T): T
- Definition Classes
- BasicLogging
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def
logVerb[T](verb: String, f: ⇒ T): T
- Definition Classes
- BasicLogging
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def
logWarning(msg: ⇒ String, throwable: Throwable): Unit
- Attributes
- protected
- Definition Classes
- Logging
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def
logWarning(msg: ⇒ String): Unit
- Attributes
- protected
- Definition Classes
- Logging
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def
makePyFile(conf: CodegenConfig): Unit
- Definition Classes
- PythonWrappable
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def
makeRFile(conf: CodegenConfig): Unit
- Definition Classes
- RWrappable
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final
val
metricsCol: Param[String]
- Definition Classes
- HasMetricsCol
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final
val
model: TransformerParam
- Definition Classes
- HasModel
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final
def
ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
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final
def
notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
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final
def
notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
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final
val
numSamples: IntParam
- Definition Classes
- HasNumSamples
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final
val
outputCol: Param[String]
- Definition Classes
- HasOutputCol
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lazy val
params: Array[Param[_]]
- Definition Classes
- Params
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def
preprocess(df: DataFrame): DataFrame
- Attributes
- protected
- Definition Classes
- LocalExplainer
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def
pyAdditionalMethods: String
- Definition Classes
- PythonWrappable
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lazy val
pyClassDoc: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
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lazy val
pyClassName: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
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def
pyExtraEstimatorImports: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
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def
pyExtraEstimatorMethods: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
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lazy val
pyInheritedClasses: Seq[String]
- Attributes
- protected
- Definition Classes
- PythonWrappable
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def
pyInitFunc(): String
- Definition Classes
- PythonWrappable
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lazy val
pyInternalWrapper: Boolean
- Attributes
- protected
- Definition Classes
- PythonWrappable
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lazy val
pyObjectBaseClass: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
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def
pyParamArg[T](p: Param[T]): String
- Attributes
- protected
- Definition Classes
- PythonWrappable
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def
pyParamDefault[T](p: Param[T]): Option[String]
- Attributes
- protected
- Definition Classes
- PythonWrappable
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def
pyParamGetter(p: Param[_]): String
- Attributes
- protected
- Definition Classes
- PythonWrappable
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def
pyParamSetter(p: Param[_]): String
- Attributes
- protected
- Definition Classes
- PythonWrappable
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def
pyParamsArgs: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
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def
pyParamsDefaults: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
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lazy val
pyParamsDefinitions: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
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def
pyParamsGetters: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
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def
pyParamsSetters: String
- Attributes
- protected
- Definition Classes
- PythonWrappable
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def
pythonClass(): String
- Attributes
- protected
- Definition Classes
- PythonWrappable
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def
rClass(): String
- Attributes
- protected
- Definition Classes
- RWrappable
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def
rDocString: String
- Attributes
- protected
- Definition Classes
- RWrappable
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def
rExtraBodyLines: String
- Attributes
- protected
- Definition Classes
- RWrappable
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def
rExtraInitLines: String
- Attributes
- protected
- Definition Classes
- RWrappable
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lazy val
rFuncName: String
- Attributes
- protected
- Definition Classes
- RWrappable
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lazy val
rInternalWrapper: Boolean
- Attributes
- protected
- Definition Classes
- RWrappable
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def
rParamArg[T](p: Param[T]): String
- Attributes
- protected
- Definition Classes
- RWrappable
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def
rParamsArgs: String
- Attributes
- protected
- Definition Classes
- RWrappable
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def
rSetterLines: String
- Attributes
- protected
- Definition Classes
- RWrappable
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val
sampleField: String
- Attributes
- protected
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def
save(path: String): Unit
- Definition Classes
- MLWritable
- Annotations
- @Since( "1.6.0" ) @throws( ... )
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final
def
set(paramPair: ParamPair[_]): KernelSHAPBase.this.type
- Attributes
- protected
- Definition Classes
- Params
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final
def
set(param: String, value: Any): KernelSHAPBase.this.type
- Attributes
- protected
- Definition Classes
- Params
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final
def
set[T](param: Param[T], value: T): KernelSHAPBase.this.type
- Definition Classes
- Params
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final
def
setDefault(paramPairs: ParamPair[_]*): KernelSHAPBase.this.type
- Attributes
- protected
- Definition Classes
- Params
-
final
def
setDefault[T](param: Param[T], value: T): KernelSHAPBase.this.type
- Attributes
- protected
- Definition Classes
- Params
-
def
setInfWeight(value: Double): KernelSHAPBase.this.type
- Definition Classes
- KernelSHAPParams
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final
def
setMetricsCol(v: String): KernelSHAPBase.this.type
- Definition Classes
- HasMetricsCol
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final
def
setModel(v: Transformer): KernelSHAPBase.this.type
- Definition Classes
- HasModel
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final
def
setNumSamples(value: Int): KernelSHAPBase.this.type
- Definition Classes
- HasNumSamples
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final
def
setOutputCol(value: String): KernelSHAPBase.this.type
- Definition Classes
- LocalExplainer
-
final
def
setTargetClasses(values: Array[Int]): KernelSHAPBase.this.type
- Definition Classes
- HasExplainTarget
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final
def
setTargetClassesCol(value: String): KernelSHAPBase.this.type
- Definition Classes
- HasExplainTarget
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final
def
setTargetCol(value: String): KernelSHAPBase.this.type
- Definition Classes
- HasExplainTarget
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final
def
synchronized[T0](arg0: ⇒ T0): T0
- Definition Classes
- AnyRef
-
final
val
targetClasses: IntArrayParam
- Definition Classes
- HasExplainTarget
-
final
val
targetClassesCol: Param[String]
- Definition Classes
- HasExplainTarget
-
final
val
targetCol: Param[String]
- Definition Classes
- HasExplainTarget
-
def
toString(): String
- Definition Classes
- Identifiable → AnyRef → Any
-
def
transform(instances: Dataset[_]): DataFrame
- Definition Classes
- KernelSHAPBase → Transformer
-
def
transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
- Definition Classes
- Transformer
- Annotations
- @Since( "2.0.0" )
-
def
transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
- Definition Classes
- Transformer
- Annotations
- @Since( "2.0.0" ) @varargs()
-
def
transformSchema(schema: StructType): StructType
- Definition Classes
- KernelSHAPBase → LocalExplainer → PipelineStage
-
def
transformSchema(schema: StructType, logging: Boolean): StructType
- Attributes
- protected
- Definition Classes
- PipelineStage
- Annotations
- @DeveloperApi()
-
val
uid: String
- Definition Classes
- KernelSHAPBase → BasicLogging → Identifiable
-
def
validateSchema(inputSchema: StructType): Unit
- Attributes
- protected
- Definition Classes
- HasMetricsCol → CanValidateSchema
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val
ver: String
- Definition Classes
- BasicLogging
-
final
def
wait(): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... )
-
final
def
wait(arg0: Long, arg1: Int): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... )
-
final
def
wait(arg0: Long): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... ) @native()
-
val
weightField: String
- Attributes
- protected
-
def
write: MLWriter
- Definition Classes
- ComplexParamsWritable → MLWritable