Package edu.cmu.tetrad.algcomparison.algorithm

Class StabilitySelection

java.lang.Object
edu.cmu.tetrad.algcomparison.algorithm.StabilitySelection
All Implemented Interfaces:
Algorithm, HasParameters, TetradSerializable, Serializable
public class StabilitySelection extends Object implements Algorithm
Stability selection.
Author:
jdramsey
See Also:

  • Constructor Details

    • StabilitySelection

      public StabilitySelection(Algorithm algorithm)

  • Method Details

    • search

      public Graph search(DataModel dataSet, Parameters parameters)
      Description copied from interface: Algorithm
      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)
      Description copied from interface: Algorithm
      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()
      Description copied from interface: Algorithm
      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()
      Description copied from interface: Algorithm
      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()
      Description copied from interface: Algorithm
      Returns the parameters that this search uses.
      Specified by:
      getParameters in interface Algorithm
      Specified by:
      getParameters in interface HasParameters
      Returns:
      A list of String names of parameters.