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

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

class StandardScaler extends Estimator[StandardScalerModel] with StandardScalerParams with DefaultParamsWritable

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Ordering
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Inherited
  1. StandardScaler
  2. DefaultParamsWritable
  3. MLWritable
  4. StandardScalerParams
  5. HasOutputCol
  6. HasInputCol
  7. Estimator
  8. PipelineStage
  9. Logging
  10. Params
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
Visibility
  1. Public
  2. Protected
Instance Constructors
  1.  new StandardScaler()
  2.  new StandardScaler(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[_]): StandardScaler.this.type
  7.  def clone(): AnyRef
  8.  def copy(extra: ParamMap): StandardScaler
  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[_]): StandardScalerModel
  18.  def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[StandardScalerModel]
  19.  def fit(dataset: Dataset[_], paramMap: ParamMap): StandardScalerModel
  20.  def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): StandardScalerModel
  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 getOrDefault[T](param: Param[T]): T
  26.  final def getOutputCol: String
  27.  def getParam(paramName: String): Param[Any]
  28.  def getWithMean: Boolean
  29.  def getWithStd: Boolean
  30.  final def hasDefault[T](param: Param[T]): Boolean
  31.  def hasParam(paramName: String): Boolean
  32.  def hashCode(): Int
  33.  def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
  34.  def initializeLogIfNecessary(isInterpreter: Boolean): Unit
  35.  final val inputCol: Param[String]
  36.  final def isDefined(param: Param[_]): Boolean
  37.  final def isInstanceOf[T0]: Boolean
  38.  final def isSet(param: Param[_]): Boolean
  39.  def isTraceEnabled(): Boolean
  40.  def log: Logger
  41.  def logDebug(msg: => String, throwable: Throwable): Unit
  42.  def logDebug(entry: LogEntry, throwable: Throwable): Unit
  43.  def logDebug(entry: LogEntry): Unit
  44.  def logDebug(msg: => String): Unit
  45.  def logError(msg: => String, throwable: Throwable): Unit
  46.  def logError(entry: LogEntry, throwable: Throwable): Unit
  47.  def logError(entry: LogEntry): Unit
  48.  def logError(msg: => String): Unit
  49.  def logInfo(msg: => String, throwable: Throwable): Unit
  50.  def logInfo(entry: LogEntry, throwable: Throwable): Unit
  51.  def logInfo(entry: LogEntry): Unit
  52.  def logInfo(msg: => String): Unit
  53.  def logName: String
  54.  def logTrace(msg: => String, throwable: Throwable): Unit
  55.  def logTrace(entry: LogEntry, throwable: Throwable): Unit
  56.  def logTrace(entry: LogEntry): Unit
  57.  def logTrace(msg: => String): Unit
  58.  def logWarning(msg: => String, throwable: Throwable): Unit
  59.  def logWarning(entry: LogEntry, throwable: Throwable): Unit
  60.  def logWarning(entry: LogEntry): Unit
  61.  def logWarning(msg: => String): Unit
  62.  final def ne(arg0: AnyRef): Boolean
  63.  final def notify(): Unit
  64.  final def notifyAll(): Unit
  65.  final val outputCol: Param[String]
  66.  lazy val params: Array[Param[_]]
  67.  def save(path: String): Unit
  68.  final def set(paramPair: ParamPair[_]): StandardScaler.this.type
  69.  final def set(param: String, value: Any): StandardScaler.this.type
  70.  final def set[T](param: Param[T], value: T): StandardScaler.this.type
  71.  final def setDefault(paramPairs: ParamPair[_]*): StandardScaler.this.type
  72.  final def setDefault[T](param: Param[T], value: T): StandardScaler.this.type
  73.  def setInputCol(value: String): StandardScaler.this.type
  74.  def setOutputCol(value: String): StandardScaler.this.type
  75.  def setWithMean(value: Boolean): StandardScaler.this.type
  76.  def setWithStd(value: Boolean): StandardScaler.this.type
  77.  final def synchronized[T0](arg0: => T0): T0
  78.  def toString(): String
  79.  def transformSchema(schema: StructType): StructType
  80.  def transformSchema(schema: StructType, logging: Boolean): StructType
  81.  val uid: String
  82.  def validateAndTransformSchema(schema: StructType): StructType
  83.  final def wait(arg0: Long, arg1: Int): Unit
  84.  final def wait(arg0: Long): Unit
  85.  final def wait(): Unit
  86.  def withLogContext(context: Map[String, String])(body: => Unit): Unit
  87.  val withMean: BooleanParam
  88.  val withStd: BooleanParam
  89.  def write: MLWriter
Deprecated Value Members
  1.  def finalize(): Unit

Inherited from StandardScalerParams

Inherited from Logging

Inherited from AnyRef

Inherited from Any

Members

Parameter setters

Parameter getters


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