Package org.processmining.plugins.inductiveVisualMiner.causal.mvpc

Class MVPC

  • public class MVPC
extends java.lang.Object

    • Constructor Summary

      Constructors 
      Constructor Description
      MVPC()  

    • Method Summary

      All Methods Static Methods Concrete Methods 
      Modifier and Type Method Description
      static gnu.trove.list.TIntList get_missingness_index​(double[][] data)  
      static gnu.trove.list.TIntList get_parent​(int r, int[][] cg_skel_adj)  
      static java.util.Map<java.lang.String,​java.util.List<gnu.trove.list.TIntList>> get_parent_missingness_pairs​(double[][] data, double alpha, CIT indep_test, boolean stable)  
      static CausalGraph mvpc_alg​(double[][] data, java.util.List<java.lang.String> node_names, double alpha, IndependenceTest indep_test_, Correction correction_name, boolean stable, int uc_rule, Priority uc_priority, BackgroundKnowledge background_knowledge, boolean verbose, boolean show_progress)  
      static CausalGraph pc​(double[][] data, double alpha, IndependenceTest indep_test, boolean stable, int uc_rule, Priority uc_priority, boolean mvpc, Correction correction_name, BackgroundKnowledge background_knowledge, boolean verbose, boolean show_progress, java.util.List<java.lang.String> node_names)  
      static CausalGraph skeleton_correction​(double[][] data, double alpha, Correction test_with_correction_name, CausalGraph init_cg, java.util.Map<java.lang.String,​java.util.List<gnu.trove.list.TIntList>> prt_m)  
      static CausalGraph skeleton_correction​(double[][] data, double alpha, Correction test_with_correction_name, CausalGraph init_cg, java.util.Map<java.lang.String,​java.util.List<gnu.trove.list.TIntList>> prt_m, boolean stable)  

      • Methods inherited from class java.lang.Object

        clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

    • Constructor Detail

      • MVPC

        public MVPC()

    • Method Detail

      • pc

        public static CausalGraph pc​(double[][] data,
                             double alpha,
                             IndependenceTest indep_test,
                             boolean stable,
                             int uc_rule,
                             Priority uc_priority,
                             boolean mvpc,
                             Correction correction_name,
                             BackgroundKnowledge background_knowledge,
                             boolean verbose,
                             boolean show_progress,
                             java.util.List<java.lang.String> node_names)

      • mvpc_alg

        public static CausalGraph mvpc_alg​(double[][] data,
                                   java.util.List<java.lang.String> node_names,
                                   double alpha,
                                   IndependenceTest indep_test_,
                                   Correction correction_name,
                                   boolean stable,
                                   int uc_rule,
                                   Priority uc_priority,
                                   BackgroundKnowledge background_knowledge,
                                   boolean verbose,
                                   boolean show_progress)
        Parameters:
        data -
        alpha -
        uc_rule -
        uc_priority -

      • get_parent_missingness_pairs

        public static java.util.Map<java.lang.String,​java.util.List<gnu.trove.list.TIntList>> get_parent_missingness_pairs​(double[][] data,
                                                                                                                         double alpha,
                                                                                                                         CIT indep_test,
                                                                                                                         boolean stable)

      • get_missingness_index

        public static gnu.trove.list.TIntList get_missingness_index​(double[][] data)

      • skeleton_correction

        public static CausalGraph skeleton_correction​(double[][] data,
                                              double alpha,
                                              Correction test_with_correction_name,
                                              CausalGraph init_cg,
                                              java.util.Map<java.lang.String,​java.util.List<gnu.trove.list.TIntList>> prt_m)

      • skeleton_correction

        public static CausalGraph skeleton_correction​(double[][] data,
                                              double alpha,
                                              Correction test_with_correction_name,
                                              CausalGraph init_cg,
                                              java.util.Map<java.lang.String,​java.util.List<gnu.trove.list.TIntList>> prt_m,
                                              boolean stable)

      • get_parent

        public static gnu.trove.list.TIntList get_parent​(int r,
                                                 int[][] cg_skel_adj)