Package edu.cmu.tetrad.algcomparison.algorithm.other

Class Glasso

java.lang.Object
edu.cmu.tetrad.algcomparison.algorithm.AbstractBootstrapAlgorithm
edu.cmu.tetrad.algcomparison.algorithm.other.Glasso
All Implemented Interfaces:
Algorithm, ReturnsBootstrapGraphs, HasParameters, TetradSerializable, Serializable
@Bootstrapping @Experimental public class Glasso extends AbstractBootstrapAlgorithm implements Algorithm
GLASSO.
Version:
$Id: $Id
Author:
josephramsey
See Also:

  • Constructor Details

    • Glasso

      public Glasso()
      Constructs a new instance of the algorithm.

  • Method Details

    • runSearch

      public Graph runSearch(DataModel dataModel, Parameters parameters)
      Runs a search algorithm to create a graph representation of the data.
      Parameters:
      dataModel - The data model containing the dataset.
      parameters - The parameters for the search algorithm.
      Returns:
      The resulting graph representation of the data.
      Throws:
      IllegalArgumentException - if the data model is not a continuous dataset or contains missing values.

    • getComparisonGraph

      public Graph getComparisonGraph(Graph graph)
      Retrieves a 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 required by the search algorithm.
      Specified by:
      getDataType in interface Algorithm
      Returns:
      The data type required by the search algorithm.

    • getParameters

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