Class

org.clulab.learning

RegDataset

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abstract class RegDataset[F] extends Serializable

Parent class for regression datasets. For classification, see Dataset. User: mihais, danebell Date: 11/15/17

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Instance Constructors

  1. new RegDataset()

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  2. new RegDataset(featureLexicon: Lexicon[F], labels: ArrayBuffer[Double])

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Abstract Value Members

  1. abstract def +=(datum: Datum[Double, F]): Unit

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  2. abstract def featuresCounter(datumOffset: Int): Counter[Int]

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  3. abstract def keepOnly(featuresToKeep: Set[Int]): RegDataset[F]

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    Creates a new dataset keeping only the features in the given set

  4. abstract def mkDatum(row: Int): Datum[Double, F]

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    Returns the Datum for given row

  5. abstract def removeFeaturesByFrequency(threshold: Int): RegDataset[F]

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    Removes features that appear less than threshold times in this dataset.

  6. abstract def toCounterRegDataset: CounterRegDataset[F]

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    Convert this dataset to a CounterRegDataset

Concrete 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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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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  6. final def eq(arg0: AnyRef): Boolean

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  7. def equals(arg0: Any): Boolean

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  8. val featureLexicon: Lexicon[F]

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  9. def finalize(): Unit

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

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  11. def hashCode(): Int

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  12. def indices: Range

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  13. final def isInstanceOf[T0]: Boolean

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  14. val labels: ArrayBuffer[Double]

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

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  16. final def notify(): Unit

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  17. final def notifyAll(): Unit

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  18. def numFeatures: Int

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  19. def size: Int

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    number of training examples

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

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  21. def toString(): String

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  22. final def wait(): Unit

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

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

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