edu.arizona.sista.learning

LibSVMClassifier

Related Docs: object LibSVMClassifier | package learning

class LibSVMClassifier[L, F] extends Classifier[L, F] with Serializable

Modified from mihais's Liblinear wrapper by dfried on 5/2/14

Linear Supertypes
Serializable, Classifier[L, F], AnyRef, Any
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. LibSVMClassifier
  2. Serializable
  3. Classifier
  4. AnyRef
  5. Any
  1. Hide All
  2. Show all
Learn more about member selection
Visibility
  1. Public
  2. All

Instance Constructors

  1. new LibSVMClassifier(kernelType: KernelType, degree: Int = 3, gamma: Double = 0, coef0: Double = 0, C: Double = 1, eps: Double = 1e-3, shrinking: Boolean = true, probability: Boolean = true, cacheSize: Int = 100)

  2. new LibSVMClassifier(parameters: svm_parameter)

Value Members

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

    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  5. def classOf(d: Datum[L, F]): L

    Returns the argmax for this datum

    Returns the argmax for this datum

    Definition Classes
    LibSVMClassifier → Classifier

  6. def clone(): AnyRef

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

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

    Definition Classes
    AnyRef

  8. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  9. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  11. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  12. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  14. final def notify(): Unit

    Definition Classes
    AnyRef

  15. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  16. val parameters: svm_parameter

  17. def saveTo(fn: String): Unit

    Saves the current model to a file

    Saves the current model to a file

    Definition Classes
    LibSVMClassifier → Classifier

  18. def saveTo(writer: Writer): Unit

    Saves the current model to a file

    Saves the current model to a file

    Definition Classes
    LibSVMClassifier → Classifier

  19. def scoresOf(d: Datum[L, F]): Counter[L]

    Returns the scores of all possible labels for this datum Convention: if the classifier can return probabilities, these must be probabilities

    Returns the scores of all possible labels for this datum Convention: if the classifier can return probabilities, these must be probabilities

    Definition Classes
    LibSVMClassifier → Classifier

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

    Definition Classes
    AnyRef

  21. def toString(): String

    Definition Classes
    AnyRef → Any

  22. def train(dataset: Dataset[L, F], indices: Array[Int]): Unit

    Trains a classifier, using only the datums specified in indices indices is useful for bagging

    Trains a classifier, using only the datums specified in indices indices is useful for bagging

    Definition Classes
    LibSVMClassifier → Classifier

  23. def train(dataset: Dataset[L, F], spans: Option[Iterable[(Int, Int)]] = None): Unit

    Trains the classifier on the given dataset spans is useful during cross validation

    Trains the classifier on the given dataset spans is useful during cross validation

    Definition Classes
    Classifier

  24. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Classifier[L, F]

Inherited from AnyRef

Inherited from Any

Ungrouped