Module es.upm.fi.cig.multictbnc
Package es.upm.fi.cig.multictbnc.learning.structure.optimisation.scores.ctbn

Interface CTBNScoreFunction

All Known Implementing Classes:
CTBNBayesianScore, CTBNConditionalLogLikelihood, CTBNLogLikelihood
public interface CTBNScoreFunction
Interface used to define scores for continuous-time Bayesian networks.

  • Method Summary

    Modifier and Type
    Method
    Description
    double
    compute(CTBN<? extends Node> ctbn)
    Computes the score for a continuous-time Bayesian network.
    double
    compute(CTBN<? extends Node> ctbn, int nodeIndex)
    Computes the score of a continuous-time Bayesian network at a given node.
    String
    getIdentifier()
    Gets an identifier for the score function.
    String
    getNamePenalisationFunction()
    Gets the name of the penalisation applied (if any) to the score function.
    boolean
    isDecomposable()
    Determines if the score is decomposable.

  • Method Details

    • compute

      double compute(CTBN<? extends Node> ctbn)
      Computes the score for a continuous-time Bayesian network.
      Parameters:
      ctbn - a continuous-time Bayesian network
      Returns:
      score

    • compute

      double compute(CTBN<? extends Node> ctbn, int nodeIndex)
      Computes the score of a continuous-time Bayesian network at a given node.
      Parameters:
      ctbn - a continuous-time Bayesian network
      nodeIndex - node index
      Returns:
      score

    • getIdentifier

      String getIdentifier()
      Gets an identifier for the score function.
      Returns:
      identifier for the score function.

    • getNamePenalisationFunction

      String getNamePenalisationFunction()
      Gets the name of the penalisation applied (if any) to the score function.
      Returns:
      name of the penalisation applied to the score function

    • isDecomposable

      boolean isDecomposable()
      Determines if the score is decomposable.
      Returns:
      true if the score is decomposable, false otherwise