object StandardScaler extends SettingsBuilder with Serializable

Transform features by normalizing each feature to have unit standard deviation and/or zero mean. When withStd is true, it scales the data to unit standard deviation. When withMean is true, it centers the data with mean before scaling.

Missing values are transformed to 0.0 if withMean is true or population mean otherwise.

Source
StandardScaler.scala
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Serializable, Serializable, SettingsBuilder, AnyRef, Any
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  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
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  3. final def ==(arg0: Any): Boolean
    Definition Classes
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  4. def apply(name: String, withStd: Boolean = true, withMean: Boolean = false): Transformer[Double, Moments, (Double, Double)]

    Create a new StandardScaler instance.

    Create a new StandardScaler instance.

    withStd

    whether to scale the data to unit standard deviation

    withMean

    whether to center the data with mean before scaling

  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def clone(): AnyRef
    Attributes
    protected[lang]
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    @throws( ... ) @native()
  7. final def eq(arg0: AnyRef): Boolean
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  8. def equals(arg0: Any): Boolean
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  9. def finalize(): Unit
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    protected[lang]
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    @throws( classOf[java.lang.Throwable] )
  10. def fromSettings(setting: Settings): Transformer[Double, Moments, (Double, Double)]

    Create a new StandardScaler from a settings object

    Create a new StandardScaler from a settings object

    setting

    Settings object

    Definition Classes
    StandardScaler → SettingsBuilder
  11. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
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    @native()
  12. def hashCode(): Int
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    @native()
  13. final def isInstanceOf[T0]: Boolean
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  14. final def ne(arg0: AnyRef): Boolean
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  15. final def notify(): Unit
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    @native()
  16. final def notifyAll(): Unit
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    @native()
  17. final def synchronized[T0](arg0: ⇒ T0): T0
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  18. def toString(): String
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  19. final def wait(): Unit
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    @throws( ... )
  20. final def wait(arg0: Long, arg1: Int): Unit
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  21. final def wait(arg0: Long): Unit
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Inherited from Serializable

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Inherited from SettingsBuilder

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