Package edu.cmu.tetrad.algcomparison.algorithm.cluster

Class Bpc

java.lang.Object
edu.cmu.tetrad.algcomparison.algorithm.cluster.Bpc
All Implemented Interfaces:
Algorithm, ClusterAlgorithm, TakesCovarianceMatrix, HasParameters, TetradSerializable, Serializable
@Algorithm(name="BPC", command="bpc", algoType=search_for_structure_over_latents) @Bootstrapping public class Bpc extends Object implements Algorithm, ClusterAlgorithm, TakesCovarianceMatrix
Build Pure Clusters.
Version:
$Id: $Id
Author:
josephramsey
See Also:

  • Constructor Details

    • Bpc

      public Bpc()
      Constructs a new BPC algorithm.

  • Method Details

    • search

      public Graph search(DataModel dataModel, Parameters parameters)
      Runs the search algorithm to build a graph using the given data model and parameters.
      Specified by:
      search in interface Algorithm
      Parameters:
      dataModel - The data model to be used for the search.
      parameters - The parameters for the search algorithm.
      Returns:
      The resulting graph.
      Throws:
      IllegalArgumentException - If the check type is unexpected.

    • getComparisonGraph

      public Graph getComparisonGraph(Graph graph)
      Returns the comparison graph for the given true directed graph.
      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:
      The description of the algorithm.

    • getDataType

      public DataType getDataType()
      Retrieves the data type of the algorithm's output.
      Specified by:
      getDataType in interface Algorithm
      Returns:
      The data type of the algorithm's output.

    • getParameters

      public List<String> getParameters()
      Retrieves the list of parameters used by the algorithm.
      Specified by:
      getParameters in interface HasParameters
      Returns:
      A list of strings representing the parameters used by the algorithm.