Trait

org.clulab.polarity.ml

PolarityClassifier

Related Doc: package ml

Permalink

trait PolarityClassifier extends LazyLogging

Base trait for an ML-based polarity classifier

Linear Supertypes
LazyLogging, AnyRef, Any
Known Subclasses
DeepLearningPolarityClassifier
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. PolarityClassifier
  2. LazyLogging
  3. AnyRef
  4. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def fit(trainingPath: String, trainRatio: Float, saveFlag: Boolean): Unit

    Permalink

    Trains the classifier.

    Trains the classifier. This method is meant to have side effects by fitting the parameters

  2. abstract def isFitted: Boolean

    Permalink

    Returns whether fit has been called before.

    Returns whether fit has been called before. Mostly for control

    returns

    True if the parameters of the model have been fit previously

  3. abstract def predict(event: BioEventMention): Polarity

    Permalink

    Convenience overload to predict a single instance

    Convenience overload to predict a single instance

    event

    to get its polarity predicted

    returns

    polarity of the argument

  4. abstract def predict(events: Seq[BioEventMention]): Seq[Polarity]

    Permalink

    Gets the predicted polarity for the provided argument

    Gets the predicted polarity for the provided argument

    events

    Ordered sequence of events to get their polarity from

    returns

    Predictions of Polarity subclasses

  5. abstract def save(modelPath: String, w2iPath: String, c2iPath: String): Unit

    Permalink

    Saves the model parameter's to a file

    Saves the model parameter's to a file

    modelPath

    file path to save the model to.

Concrete Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  5. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef

  7. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  8. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

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

    Permalink
    Definition Classes
    AnyRef → Any

  10. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  11. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  12. lazy val logger: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    LazyLogging

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

    Permalink
    Definition Classes
    AnyRef

  14. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  15. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    AnyRef

  17. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any

  18. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from LazyLogging

Inherited from AnyRef

Inherited from Any

Ungrouped