Package org.processmining.plugins.workshop.Yaguang.ca

Class FrequentPatternEnumeration_ClaSP

  • public class FrequentPatternEnumeration_ClaSP
extends java.lang.Object
    This is an implementation of the main method of ClaSP algorithm. We can use different kind of IdList although we only makes a implementation: IDListStandard_Mapkeep. However, if we make another new IdList implementing the IDList interface, we can define another different. NOTE: This implementation saves the pattern to a file as soon as they are found or can keep the pattern into memory, depending on what the user choose. Copyright Antonio Gomariz Peñalver 2013 This file is part of the SPMF DATA MINING SOFTWARE (http://www.philippe-fournier-viger.com/spmf). SPMF is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. SPMF is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with SPMF. If not, see .
    Author:
    agomariz

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      void clear()  
      void dfsPruning​(Pattern patron, Trie trie, boolean verbose, java.util.Map<java.lang.Integer,​java.util.Map<java.lang.Integer,​java.lang.Integer>> coocMapAfter, java.util.Map<java.lang.Integer,​java.util.Map<java.lang.Integer,​java.lang.Integer>> coocMapEquals)
      Execution of the search of frequent patterns.
      int getFrequentClosedPatterns()  
      int getFrequentPatterns()
      It returns the number of frequent patterns found by the last execution of the algorithm.
      void setPatronesFrecuentes​(int patronesFrecuentes)  

      • Methods inherited from class java.lang.Object

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

    • Field Detail

      • joinCount

        public long joinCount

      • firstSequenceExtensions

        protected java.util.List<TrieNode> firstSequenceExtensions
        Tin inserts:

    • Constructor Detail

      • FrequentPatternEnumeration_ClaSP

        public FrequentPatternEnumeration_ClaSP​(AbstractionCreator abstractionCreator,
                                        double minSupAbsolute,
                                        Saver saver,
                                        boolean findClosedPatterns,
                                        boolean executePruningMethods)
        Standard constructor
        Parameters:
        abstractionCreator - the abstraction creator
        minSupAbsolute - The absolute minimum support
        saver - The saver for correctly save the results where the user wants
        findClosedPatterns - flag to indicate if we are interesting in only finding the closed sequences

    • Method Detail

      • dfsPruning

        public void dfsPruning​(Pattern patron,
                       Trie trie,
                       boolean verbose,
                       java.util.Map<java.lang.Integer,​java.util.Map<java.lang.Integer,​java.lang.Integer>> coocMapAfter,
                       java.util.Map<java.lang.Integer,​java.util.Map<java.lang.Integer,​java.lang.Integer>> coocMapEquals)
        Execution of the search of frequent patterns.
        Parameters:
        equivalenceClass - The equivalence class from we start to search for.
        keepPatterns - Flag to indicate if we want to keep the patterns found.
        verbose - Flag for debugging purposes
        coocMapBefore -

      • getFrequentPatterns

        public int getFrequentPatterns()
        It returns the number of frequent patterns found by the last execution of the algorithm.
        Returns:

      • getFrequentClosedPatterns

        public int getFrequentClosedPatterns()

      • setPatronesFrecuentes

        public void setPatronesFrecuentes​(int patronesFrecuentes)

      • clear

        public void clear()