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
Linear Supertypes
Serializable, Serializable, SettingsBuilder, AnyRef, Any
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Inherited
  1. MaxAbsScaler
  2. Serializable
  3. Serializable
  4. SettingsBuilder
  5. AnyRef
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Visibility
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Value Members

  1. def apply(name: String): Transformer[Double, Max[Double], Double]

    Create a new MaxAbsScaler instance.

  2. 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
    MaxAbsScaler → SettingsBuilder