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Showing content from http://spark.apache.org/docs/latest/api/scala/org/apache/spark/ml/feature/Imputer.html below:

Spark 4.0.0 ScalaDoc - org.apache.spark.ml.feature.Imputer

class Imputer extends Estimator[ImputerModel] with ImputerParams with DefaultParamsWritable

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  2. Alphabetic
  3. By Inheritance
Inherited
  1. Imputer
  2. DefaultParamsWritable
  3. MLWritable
  4. ImputerParams
  5. HasRelativeError
  6. HasOutputCols
  7. HasOutputCol
  8. HasInputCols
  9. HasInputCol
  10. Estimator
  11. PipelineStage
  12. Logging
  13. Params
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. Any
Visibility
  1. Public
  2. Protected
Instance Constructors
  1.  new Imputer()
  2.  new Imputer(uid: String)
Type Members
  1.  implicit class LogStringContext extends AnyRef
Value Members
  1.  final def !=(arg0: Any): Boolean
  2.  final def ##: Int
  3.  final def $[T](param: Param[T]): T
  4.  final def ==(arg0: Any): Boolean
  5.  final def asInstanceOf[T0]: T0
  6.  final def clear(param: Param[_]): Imputer.this.type
  7.  def clone(): AnyRef
  8.  def copy(extra: ParamMap): Imputer
  9.  def copyValues[T <: Params](to: T, extra: ParamMap = ParamMap.empty): T
  10.  final def defaultCopy[T <: Params](extra: ParamMap): T
  11.  final def eq(arg0: AnyRef): Boolean
  12.  def equals(arg0: AnyRef): Boolean
  13.  def explainParam(param: Param[_]): String
  14.  def explainParams(): String
  15.  final def extractParamMap(): ParamMap
  16.  final def extractParamMap(extra: ParamMap): ParamMap
  17.  def fit(dataset: Dataset[_]): ImputerModel
  18.  def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[ImputerModel]
  19.  def fit(dataset: Dataset[_], paramMap: ParamMap): ImputerModel
  20.  def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): ImputerModel
  21.  final def get[T](param: Param[T]): Option[T]
  22.  final def getClass(): Class[_ <: AnyRef]
  23.  final def getDefault[T](param: Param[T]): Option[T]
  24.  final def getInputCol: String
  25.  final def getInputCols: Array[String]
  26.  def getMissingValue: Double
  27.  final def getOrDefault[T](param: Param[T]): T
  28.  final def getOutputCol: String
  29.  final def getOutputCols: Array[String]
  30.  def getParam(paramName: String): Param[Any]
  31.  final def getRelativeError: Double
  32.  def getStrategy: String
  33.  final def hasDefault[T](param: Param[T]): Boolean
  34.  def hasParam(paramName: String): Boolean
  35.  def hashCode(): Int
  36.  def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
  37.  def initializeLogIfNecessary(isInterpreter: Boolean): Unit
  38.  final val inputCol: Param[String]
  39.  final val inputCols: StringArrayParam
  40.  final def isDefined(param: Param[_]): Boolean
  41.  final def isInstanceOf[T0]: Boolean
  42.  final def isSet(param: Param[_]): Boolean
  43.  def isTraceEnabled(): Boolean
  44.  def log: Logger
  45.  def logDebug(msg: => String, throwable: Throwable): Unit
  46.  def logDebug(entry: LogEntry, throwable: Throwable): Unit
  47.  def logDebug(entry: LogEntry): Unit
  48.  def logDebug(msg: => String): Unit
  49.  def logError(msg: => String, throwable: Throwable): Unit
  50.  def logError(entry: LogEntry, throwable: Throwable): Unit
  51.  def logError(entry: LogEntry): Unit
  52.  def logError(msg: => String): Unit
  53.  def logInfo(msg: => String, throwable: Throwable): Unit
  54.  def logInfo(entry: LogEntry, throwable: Throwable): Unit
  55.  def logInfo(entry: LogEntry): Unit
  56.  def logInfo(msg: => String): Unit
  57.  def logName: String
  58.  def logTrace(msg: => String, throwable: Throwable): Unit
  59.  def logTrace(entry: LogEntry, throwable: Throwable): Unit
  60.  def logTrace(entry: LogEntry): Unit
  61.  def logTrace(msg: => String): Unit
  62.  def logWarning(msg: => String, throwable: Throwable): Unit
  63.  def logWarning(entry: LogEntry, throwable: Throwable): Unit
  64.  def logWarning(entry: LogEntry): Unit
  65.  def logWarning(msg: => String): Unit
  66.  final val missingValue: DoubleParam
  67.  final def ne(arg0: AnyRef): Boolean
  68.  final def notify(): Unit
  69.  final def notifyAll(): Unit
  70.  final val outputCol: Param[String]
  71.  final val outputCols: StringArrayParam
  72.  lazy val params: Array[Param[_]]
  73.  final val relativeError: DoubleParam
  74.  def save(path: String): Unit
  75.  final def set(paramPair: ParamPair[_]): Imputer.this.type
  76.  final def set(param: String, value: Any): Imputer.this.type
  77.  final def set[T](param: Param[T], value: T): Imputer.this.type
  78.  final def setDefault(paramPairs: ParamPair[_]*): Imputer.this.type
  79.  final def setDefault[T](param: Param[T], value: T): Imputer.this.type
  80.  def setInputCol(value: String): Imputer.this.type
  81.  def setInputCols(value: Array[String]): Imputer.this.type
  82.  def setMissingValue(value: Double): Imputer.this.type
  83.  def setOutputCol(value: String): Imputer.this.type
  84.  def setOutputCols(value: Array[String]): Imputer.this.type
  85.  def setRelativeError(value: Double): Imputer.this.type
  86.  def setStrategy(value: String): Imputer.this.type
  87.  final val strategy: Param[String]
  88.  final def synchronized[T0](arg0: => T0): T0
  89.  def toString(): String
  90.  def transformSchema(schema: StructType): StructType
  91.  def transformSchema(schema: StructType, logging: Boolean): StructType
  92.  val uid: String
  93.  def validateAndTransformSchema(schema: StructType): StructType
  94.  final def wait(arg0: Long, arg1: Int): Unit
  95.  final def wait(arg0: Long): Unit
  96.  final def wait(): Unit
  97.  def withLogContext(context: Map[String, String])(body: => Unit): Unit
  98.  def write: MLWriter
Deprecated Value Members
  1.  def finalize(): Unit

Inherited from ImputerParams

Inherited from Logging

Inherited from AnyRef

Inherited from Any

Members

Parameter setters

Parameter getters

(expert-only) Parameter setters

(expert-only) Parameter getters


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