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

Class PagSamplingRfci

java.lang.Object
edu.cmu.tetrad.algcomparison.algorithm.oracle.pag.PagSamplingRfci
All Implemented Interfaces:
Algorithm, HasKnowledge, HasParameters, TetradSerializable, Serializable
@Algorithm(name="PAG-Sampling-RFCI", command="pag-sampling-rfci", algoType=allow_latent_common_causes) public class PagSamplingRfci extends Object implements Algorithm, HasKnowledge
Jan 29, 2023 3:45:09 PM
Author:
Kevin V. Bui (kvb2univpitt@gmail.com)
See Also:

  • Field Details

    • PAG_SAMPLING_RFCI_PARAMETERS

      public static final List<String> PAG_SAMPLING_RFCI_PARAMETERS

    • RFCI_PARAMETERS

      public static final List<String> RFCI_PARAMETERS

    • PROBABILISTIC_TEST_PARAMETERS

      public static final List<String> PROBABILISTIC_TEST_PARAMETERS

  • Constructor Details

    • PagSamplingRfci

      public PagSamplingRfci()

  • 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.

    • getKnowledge

      public Knowledge getKnowledge()
      Specified by:
      getKnowledge in interface HasKnowledge
      Returns:
      a knowledge object.

    • setKnowledge

      public void setKnowledge(Knowledge knowledge)
      Description copied from interface: HasKnowledge
      Sets a knowledge object.
      Specified by:
      setKnowledge in interface HasKnowledge