Trait

io.picnicml.doddlemodel.typeclasses

Classifier

Related Doc: package typeclasses

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trait Classifier[A] extends Predictor[A]

Linear Supertypes
Predictor[A], Estimator[A], AnyRef, Any
Known Subclasses
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Inherited
  1. Classifier
  2. Predictor
  3. Estimator
  4. AnyRef
  5. Any
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Visibility
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Abstract Value Members

  1. abstract def copy(model: A, numClasses: Int): A

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    A function that creates a new classifier with numClasses set.

    A function that creates a new classifier with numClasses set.

    Attributes
    protected[io.picnicml.doddlemodel]
  2. abstract def fitSafe(model: A, x: Features, y: Target): A

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    A function that is guaranteed to receive an appropriate target variable when called.

    A function that is guaranteed to receive an appropriate target variable when called. Additionally, the object is guaranteed not to be fitted.

    Attributes
    protected
  3. abstract def isFitted(model: A): Boolean

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    Definition Classes
    Estimator
  4. abstract def numClasses(model: A): Option[Int]

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  5. abstract def predictProbaSafe(model: A, x: Features): Simplex

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    A function that is guaranteed to be called on a fitted model.

    A function that is guaranteed to be called on a fitted model.

    Attributes
    protected
  6. abstract def predictSafe(model: A, x: Features): Target

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    A function that is guaranteed to be called on a fitted model.

    A function that is guaranteed to be called on a fitted model.

    Attributes
    protected
    Definition Classes
    Predictor

Concrete Value Members

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

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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

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    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  5. def clone(): AnyRef

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

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

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

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  9. def fit(model: A, x: Features, y: Target): A

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

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

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

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

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

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

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    Definition Classes
    AnyRef
  16. def predict(model: A, x: Features): Target

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    Definition Classes
    Predictor
  17. def predictProba(model: A, x: Features): Simplex

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  18. def save(model: A, filePath: String): Unit

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    Definition Classes
    Estimator
  19. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  20. def toString(): String

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

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

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Predictor[A]

Inherited from Estimator[A]

Inherited from AnyRef

Inherited from Any

Ungrouped