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class MultiFeatureSpec[T] extends AnyRef

Wrapper for FeatureSpec that allows for combination and separation of different specs.

Source
MultiFeatureSpec.scala
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Instance Constructors

  1. new MultiFeatureSpec(mapping: Map[String, Int], features: Array[Feature[T, _, _, _]], crossings: Crossings)

Value Members

  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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  7. def equals(arg0: Any): Boolean
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  8. def extract[M[_]](input: M[T])(implicit arg0: CollectionType[M]): MultiFeatureExtractor[M, T]

    Extract features from a input collection.

    Extract features from a input collection.

    This is done in two steps, a reduce step over the collection to aggregate feature summary, and a map step to transform values using the summary.

    M

    input collection type, e.g. Array, List

    input

    input collection

  9. def extractWithSettings[M[_]](input: M[T], settings: M[String])(implicit arg0: CollectionType[M]): MultiFeatureExtractor[M, T]

    Extract features from a input collection using settings from a previous session.

    Extract features from a input collection using settings from a previous session.

    This bypasses the reduce step in extract and uses feature summary from settings exported in a previous session.

    M

    input collection type, e.g. Array, List

    input

    input collection

    settings

    JSON settings from a previous session

  10. def extractWithSubsetSettings[M[_]](input: M[T], settings: M[String])(implicit arg0: CollectionType[M]): MultiFeatureExtractor[M, T]

    Extract features from a input collection using partial settings from a previous session.

    Extract features from a input collection using partial settings from a previous session.

    This bypasses the reduce step in extract and uses feature summary from settings exported in a previous session.

    M

    input collection type, e.g. Array, List

    input

    input collection

    settings

    JSON settings from a previous session

  11. def filter(predicate: (Feature[T, _, _, _]) ⇒ Boolean): MultiFeatureSpec[T]

    Creates a new MultiFeatureSpec with only the features that respect the given predicate.

    Creates a new MultiFeatureSpec with only the features that respect the given predicate.

    predicate

    Function determining whether or not to include the feature

  12. def finalize(): Unit
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  19. final def synchronized[T0](arg0: ⇒ T0): T0
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