Package edu.cmu.tetrad.algcomparison.algorithm.oracle.cpdag

Class Cstar

java.lang.Object
edu.cmu.tetrad.algcomparison.algorithm.oracle.cpdag.Cstar
All Implemented Interfaces:
Algorithm, HasParameters, TakesIndependenceWrapper, TakesScoreWrapper, TetradSerializable, Serializable
@Algorithm(name="CStaR", command="cstar", algoType=forbid_latent_common_causes) public class Cstar extends Object implements Algorithm, TakesScoreWrapper, TakesIndependenceWrapper

Cstar class.

Version:
$Id: $Id
Author:
josephramsey
See Also:

  • Constructor Details

  • Method Details

    • search

      public Graph search(DataModel dataSet, Parameters parameters)
      Runs the search.
      Specified by:
      search in interface Algorithm
      Parameters:
      dataSet - The data set to run to the search on.
      parameters - The paramters of the search.
      Returns:
      The result graph.

    • getComparisonGraph

      public Graph getComparisonGraph(Graph graph)
      Returns that graph that the result should be compared to.
      Specified by:
      getComparisonGraph in interface Algorithm
      Parameters:
      graph - The true directed graph, if there is one.
      Returns:
      The comparison graph.

    • getDescription

      public String getDescription()
      Returns a short, one-line description of this algorithm. This will be printed in the report.
      Specified by:
      getDescription in interface Algorithm
      Returns:
      This description.

    • getDataType

      public DataType getDataType()
      Returns the data type that the search requires, whether continuous, discrete, or mixed.
      Specified by:
      getDataType in interface Algorithm
      Returns:
      This type.

    • getParameters

      public List<String> getParameters()
      Returns the list of parameter names that are used. These are looked up in ParamMap, so if they're not
      Specified by:
      getParameters in interface HasParameters
      Returns:
      Returns the list of parameter names that are used. These are looked up in ParamMap, so if they're not already defined they'll need to be defined there.

    • getScoreWrapper

      public ScoreWrapper getScoreWrapper()
      Returns the score wrapper.
      Specified by:
      getScoreWrapper in interface TakesScoreWrapper
      Returns:
      the score wrapper.

    • setScoreWrapper

      public void setScoreWrapper(ScoreWrapper score)
      Sets the score wrapper.
      Specified by:
      setScoreWrapper in interface TakesScoreWrapper
      Parameters:
      score - the score wrapper.

    • getRecords

      public LinkedList<Cstar.Record> getRecords()

      Getter for the field records.

      Returns:
      a LinkedList object

    • getIndependenceWrapper

      public IndependenceWrapper getIndependenceWrapper()
      Returns the independence wrapper.
      Specified by:
      getIndependenceWrapper in interface TakesIndependenceWrapper
      Returns:
      the independence wrapper.

    • setIndependenceWrapper

      public void setIndependenceWrapper(IndependenceWrapper independenceWrapper)
      Sets the independence wrapper.
      Specified by:
      setIndependenceWrapper in interface TakesIndependenceWrapper
      Parameters:
      independenceWrapper - the independence wrapper.