Package edu.cmu.tetrad.algcomparison.score

Interface ScoreWrapper

All Superinterfaces:
HasParameters, Serializable, TetradSerializable
All Known Implementing Classes:
BdeuScore, CciScore, ConditionalGaussianBicScore, ConditionalGaussianOtherBicScore, DegenerateGaussianBicScore, DiscreteBicScore, DiscreteMixedBicScore, DSeparationScore, EbicScore, FisherZScore, KimEtAlScores, MagSemBicScore, MNLRBicScore, MVPBicScore, PoissonPriorScore, PositiveCorrScore, SemBicScore, SemBicScoreDeterministic, ZhangShenBoundScore
public interface ScoreWrapper extends HasParameters, TetradSerializable
Interface that algorithm must implement.
Author:
jdramsey

  • Field Summary

    Fields
    Modifier and Type
    Field
    Description
    static final long
    serialVersionUID
     

  • Method Summary

    Modifier and Type
    Method
    Description
    DataType
    getDataType()
    Returns the data type that the search requires, whether continuous, discrete, or mixed.
    String
    getDescription()
    Returns a short of this independence test.
    List<String>
    getParameters()
    Returns the parameters that this search uses.
    Score
    getScore(DataModel dataSet, Parameters parameters)
    Returns true iff x and y are independent conditional on z for the given data set.
    Node
    getVariable(String name)
    Returns the variable with the given name.

  • Field Details

  • Method Details

    • getScore

      Score getScore(DataModel dataSet, Parameters parameters)
      Returns true iff x and y are independent conditional on z for the given data set.
      Parameters:
      dataSet - The data set to test independence against.
      parameters - The paramters of the test.
      Returns:
      True iff independence holds.

    • getDescription

      String getDescription()
      Returns a short of this independence test.
      Returns:
      This description.

    • getDataType

      DataType getDataType()
      Returns the data type that the search requires, whether continuous, discrete, or mixed.
      Returns:
      This type.

    • getParameters

      List<String> getParameters()
      Returns the parameters that this search uses.
      Specified by:
      getParameters in interface HasParameters
      Returns:
      A list of String names of parameters.

    • getVariable

      Node getVariable(String name)
      Returns the variable with the given name.