object MaxAbsScaler extends SettingsBuilder with Serializable

Transform features by rescaling each feature to range [-1, 1] by dividing through the maximum absolute value in each feature.

Missing values are transformed to 0.0.

When using aggregated feature summary from a previous session, out of bound values are truncated to -1.0 or 1.0 and FeatureRejection.OutOfBound rejections are reported.

Source
MaxAbsScaler.scala
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  1. final def !=(arg0: Any): Boolean
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  2. final def ##(): Int
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  3. final def ==(arg0: Any): Boolean
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  4. def apply(name: String): Transformer[Double, Max[Double], Double]

    Create a new MaxAbsScaler instance.

  5. final def asInstanceOf[T0]: T0
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  6. def clone(): AnyRef
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  9. def finalize(): Unit
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    @throws( classOf[java.lang.Throwable] )
  10. def fromSettings(setting: Settings): Transformer[Double, Max[Double], Double]

    Create a new MaxAbsScaler from a settings object

    Create a new MaxAbsScaler from a settings object

    setting

    Settings object

    Definition Classes
    MaxAbsScalerSettingsBuilder
  11. final def getClass(): Class[_]
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  21. final def wait(arg0: Long): Unit
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