Trait/Object

ml.combust.mleap.core.classification

MultinomialClassificationModel

Related Docs: object MultinomialClassificationModel | package classification

Permalink

trait MultinomialClassificationModel extends ClassificationModel

Trait for classification models.

This trait handles multinomial classification models as well as binary classification models.

Annotations
@SparkCode()
Linear Supertypes
ClassificationModel, AnyRef, Any
Known Subclasses
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. MultinomialClassificationModel
  2. ClassificationModel
  3. AnyRef
  4. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract val numClasses: Int

    Permalink

    Number of classes this model predicts.

    Number of classes this model predicts.

    2 indicates this is a binary classification model. Greater than 2 indicates a multinomial classifier.

  2. abstract def predictRaw(features: Vector): Vector

    Permalink
  3. abstract def rawToProbabilityInPlace(raw: Vector): Vector

    Permalink

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. def apply(features: Vector): Double

    Permalink

    Alias for ml.combust.mleap.core.classification.ClassificationModel#predict.

    features

    feature vector

    returns

    prediction

    Definition Classes
    ClassificationModel
  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any
  6. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  7. final def eq(arg0: AnyRef): Boolean

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

    Permalink
    Definition Classes
    AnyRef → Any
  9. def finalize(): Unit

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

    Permalink
    Definition Classes
    AnyRef → Any
  11. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  12. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any
  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. def predict(features: Vector): Double

    Permalink

    Predict class based on feature vector.

    Predict class based on feature vector.

    features

    feature vector

    returns

    predicted class or probability

    Definition Classes
    MultinomialClassificationModelClassificationModel
  17. def predictProbabilities(features: Vector): Vector

    Permalink
  18. def predictWithProbability(features: Vector): (Double, Double)

    Permalink
  19. def probabilityToPrediction(probability: Vector): Double

    Permalink
  20. def rawToPrediction(raw: Vector): Double

    Permalink
  21. def rawToProbability(raw: Vector): Vector

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

    Permalink
    Definition Classes
    AnyRef
  23. def thresholds: Option[Array[Double]]

    Permalink
  24. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any
  25. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  26. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  27. final def wait(arg0: Long): Unit

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

Inherited from ClassificationModel

Inherited from AnyRef

Inherited from Any

Ungrouped