scalation.analytics

Classifier

trait Classifier extends AnyRef

The Classifier trait provides a common framework for several classifiers.

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AnyRef, Any
Known Subclasses
BayesNetwork, ClassifierInt, ClassifierReal, DecisionTreeC45, DecisionTreeID3, KNN_Classifier, NaiveBayes, NaiveBayesInt, SupportVectorMachine
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Abstract Value Members

  1. abstract def classify(z: VectorD): (Int, String)

    Given a new continuous data vector z, determine which class it belongs to.

    Given a new continuous data vector z, determine which class it belongs to.

    z

    the vector to classify

  2. abstract def classify(z: VectorI): (Int, String)

    Given a new discrete data vector z, determine which class it belongs to.

    Given a new discrete data vector z, determine which class it belongs to.

    z

    the vector to classify

  3. abstract def train(): Unit

    Given a set of data vectors and their classifications, build a classifier.

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  8. def finalize(): Unit

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  9. final def getClass(): Class[_]

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  11. final def isInstanceOf[T0]: Boolean

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  12. final def ne(arg0: AnyRef): Boolean

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  13. final def notify(): Unit

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  14. final def notifyAll(): Unit

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  15. final def synchronized[T0](arg0: ⇒ T0): T0

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  16. def toString(): String

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  18. final def wait(arg0: Long, arg1: Int): Unit

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  19. final def wait(arg0: Long): Unit

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