Trait/Object

org.clulab.learning

RankingClassifier

Related Docs: object RankingClassifier | package learning

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trait RankingClassifier[F] extends AnyRef

Generic trait for ranking classifiers; for iid classification see Classifier User: mihais Date: 4/23/13

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Abstract Value Members

  1. abstract def displayModel(pw: PrintWriter): Unit

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    Displays the learned model in a human-readable format, for debug purposes

  2. abstract def saveTo(fileName: String): Unit

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    Saves the current model to a file

  3. abstract def scoresOf(queryDatums: Iterable[Datum[Int, F]]): Iterable[Double]

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    Returns scores that can be used for ranking for a group of datums, from the same query These scores do NOT have to be normalized, they are NOT probabilities!

    Returns scores that can be used for ranking for a group of datums, from the same query These scores do NOT have to be normalized, they are NOT probabilities!

    queryDatums

    All datums for one query

  4. abstract def train(dataset: RankingDataset[F], spans: Option[Iterable[(Int, Int)]] = None): Unit

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

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  15. def probabilitiesOf(queryDatums: Iterable[Datum[Int, F]], gamma: Double = 1.0): Iterable[Double]

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    Returns probabilities that can be used for ranking for a group of datums, from the same query These probabilities are obtained here from scoresOf() using softmax

    Returns probabilities that can be used for ranking for a group of datums, from the same query These probabilities are obtained here from scoresOf() using softmax

    queryDatums

    All datums for one query

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

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