Package org.tribuo.anomaly.libsvm

Class SVMAnomalyType

java.lang.Object
org.tribuo.anomaly.libsvm.SVMAnomalyType
All Implemented Interfaces:
com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance>, Serializable, SVMType<Event>
public class SVMAnomalyType extends Object implements SVMType<Event>
The carrier type for LibSVM anomaly detection modes.

Supports ONE_CLASS. Yes it's a single value enum.

See Also:

  • Constructor Details

    • SVMAnomalyType

      public SVMAnomalyType(SVMAnomalyType.SVMMode type)
      Constructs an SVM anomaly type wrapping the SVM algorithm choice.
      Parameters:
      type - The svm algorithm type.

  • Method Details

    • isClassification

      public boolean isClassification()
      Description copied from interface: SVMType
      Is this a classification algorithm.
      Specified by:
      isClassification in interface SVMType<Event>
      Returns:
      True if it's a classification algorithm.

    • isRegression

      public boolean isRegression()
      Description copied from interface: SVMType
      Is this a regression algorithm.
      Specified by:
      isRegression in interface SVMType<Event>
      Returns:
      True if it's a regression algorithm.

    • isAnomaly

      public boolean isAnomaly()
      Description copied from interface: SVMType
      Is this an anomaly detection algorithm.
      Specified by:
      isAnomaly in interface SVMType<Event>
      Returns:
      True if it's an anomaly detection algorithm.

    • isNu

      public boolean isNu()
      Description copied from interface: SVMType
      Is this a nu-SVM.
      Specified by:
      isNu in interface SVMType<Event>
      Returns:
      True if it's a nu-SVM.

    • getNativeType

      public int getNativeType()
      Description copied from interface: SVMType
      The LibSVM int id for the algorithm.
      Specified by:
      getNativeType in interface SVMType<Event>
      Returns:
      The int id.

    • getProvenance

      public com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance getProvenance()
      Specified by:
      getProvenance in interface com.oracle.labs.mlrg.olcut.provenance.Provenancable<com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance>