epic.preprocess.MLSentenceSegmenter

ClassificationModel

class ClassificationModel extends Model[SentenceDecisionInstance]

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Instance Constructors

  1. new ClassificationModel(featureIndex: Index[Feature])

Type Members

  1. type ExpectedCounts = StandardExpectedCounts[Feature]

    Definition Classes
    ModelModel
  2. type Inference = ClassificationInference

    Definition Classes
    ClassificationModelModel
  3. type Marginal = MLSentenceSegmenter.Marginal

    Definition Classes
    ClassificationModelModel
  4. type Scorer = ClassificationInference

    Definition Classes
    ClassificationModelModel

Value Members

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

    Definition Classes
    AnyRef
  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any
  3. final def ##(): Int

    Definition Classes
    AnyRef → Any
  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  5. final def ==(arg0: Any): Boolean

    Definition Classes
    Any
  6. def accumulateCounts(s: Scorer, d: SentenceDecisionInstance, m: Marginal, accum: ExpectedCounts, scale: Double): Unit

    Definition Classes
    ClassificationModelModel
  7. final def accumulateCounts(inf: Inference, d: SentenceDecisionInstance, accum: ExpectedCounts, scale: Double): Unit

    Definition Classes
    Model
  8. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  9. def cacheFeatureWeights(weights: DenseVector[Double], suffix: String = ""): Unit

    Caches the weights using the cache broker.

    Caches the weights using the cache broker.

    Definition Classes
    Model
  10. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  11. def emptyCounts: StandardExpectedCounts[Feature]

    Definition Classes
    ModelModel
  12. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  13. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any
  14. final def expectedCounts(inf: Inference, d: SentenceDecisionInstance, scale: Double = 1.0): ExpectedCounts

    Definition Classes
    Model
  15. def expectedCountsToObjective(ecounts: ExpectedCounts): (Double, DenseVector[Double])

    Definition Classes
    ModelModel
  16. val featureIndex: Index[Feature]

    Models have features, and this defines the mapping from indices in the weight vector to features.

    Models have features, and this defines the mapping from indices in the weight vector to features.

    returns

    Definition Classes
    ClassificationModelModel
  17. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
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    Annotations
    @throws( classOf[java.lang.Throwable] )
  18. final def getClass(): Class[_]

    Definition Classes
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  19. def hashCode(): Int

    Definition Classes
    AnyRef → Any
  20. def inferenceFromWeights(weights: DenseVector[Double]): Inference

    Definition Classes
    ClassificationModelModel
  21. def initialValueForFeature(f: Feature): Double

    Definition Classes
    ClassificationModelModel
  22. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any
  23. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  24. final def notify(): Unit

    Definition Classes
    AnyRef
  25. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  26. def numFeatures: Int

    Definition Classes
    Model
  27. def readCachedFeatureWeights(suffix: String = ""): Option[DenseVector[Double]]

    just saves feature weights to disk as a serialized counter.

    just saves feature weights to disk as a serialized counter. The file is prefix.ser.gz

    Definition Classes
    Model
  28. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
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  29. def toString(): String

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  30. final def wait(): Unit

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    @throws( ... )
  31. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  32. final def wait(arg0: Long): Unit

    Definition Classes
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    @throws( ... )
  33. def weightsCacheName: String

    Attributes
    protected
    Definition Classes
    Model

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