Source Code Cross Referenced for CARuleMiner.java in  » Science » weka » weka » associations » Java Source Code / Java DocumentationJava Source Code and Java Documentation

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Java Source Code / Java Documentation » Science » weka » weka.associations 
Source Cross Referenced  Class Diagram Java Document (Java Doc) 


01:        /*
02:         *    This program is free software; you can redistribute it and/or modify
03:         *    it under the terms of the GNU General Public License as published by
04:         *    the Free Software Foundation; either version 2 of the License, or
05:         *    (at your option) any later version.
06:         *
07:         *    This program is distributed in the hope that it will be useful,
08:         *    but WITHOUT ANY WARRANTY; without even the implied warranty of
09:         *    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
10:         *    GNU General Public License for more details.
11:         *
12:         *    You should have received a copy of the GNU General Public License
13:         *    along with this program; if not, write to the Free Software
14:         *    Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
15:         */
16:
17:        /*
18:         * CARuleMiner.java
19:         * Copyright (C) 2004 University of Waikato, Hamilton, New Zealand
20:         *
21:         */
22:
23:        package weka.associations;
24:
25:        import weka.core.FastVector;
26:        import weka.core.Instances;
27:        import weka.core.OptionHandler;
28:
29:        /** 
30:         * Interface for learning class association rules. All schemes for learning
31:         * class association rules implemement this interface.
32:         *
33:         * @author Stefan Mutter (mutter@cs.waikato.ac.nz)
34:         * @version $Revision: 1.3 $ 
35:         */
36:        public interface CARuleMiner extends OptionHandler {
37:
38:            /**
39:             * Method for mining class association rules.
40:             * Must initialize all fields of the CARuleMiner that are not being set via options (ie. multiple calls of mineCARs
41:             * must always lead to the same result). Must not change the dataset in any way.
42:             * @param data the insatnces for which class association rules are mined
43:             * @throws Exception throws exception if class association rules cannot be mined
44:             * @return class association rules and their scoring metric in an FastVector array
45:             */
46:            public FastVector[] mineCARs(Instances data) throws Exception;
47:
48:            /**
49:             * Gets the instances without the class attribute
50:             * @return the instances withoput the class attribute
51:             */
52:            public Instances getInstancesNoClass();
53:
54:            /**
55:             * Gets the class attribute and its values for all instances
56:             * @return the class attribute and its values for all instances
57:             */
58:            public Instances getInstancesOnlyClass();
59:
60:            /**
61:             * Gets name of the scoring metric used for car mining
62:             * @return string containing the name of the scoring metric
63:             */
64:            public String metricString();
65:
66:            /**
67:             * Sets the class index for the class association rule miner
68:             * @param index the class index
69:             */
70:            public void setClassIndex(int index);
71:
72:        }
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