/* * This program 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 2 of the License, or * (at your option) any later version. * * This program 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 this program; if not, write to the Free Software * Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. */ /* * Copyright (C) 2004 * & Matthias Schubert (schubert@dbs.ifi.lmu.de) * & Zhanna Melnikova-Albrecht (melnikov@cip.ifi.lmu.de) * & Rainer Holzmann (holzmann@cip.ifi.lmu.de) */ package weka.clusterers.forOPTICSAndDBScan.DataObjects; import weka.core.Instance; /** * <p> * DataObject.java <br/> * Authors: Rainer Holzmann, Zhanna Melnikova-Albrecht, Matthias Schubert <br/> * Date: Aug 19, 2004 <br/> * Time: 5:48:59 PM <br/> * $ Revision 1.4 $ <br/> * </p> * * @author Matthias Schubert (schubert@dbs.ifi.lmu.de) * @author Zhanna Melnikova-Albrecht (melnikov@cip.ifi.lmu.de) * @author Rainer Holzmann (holzmann@cip.ifi.lmu.de) * @version $Revision: 1.2 $ */ public interface DataObject { static final int UNCLASSIFIED = -1; static final int NOISE = Integer.MIN_VALUE; static final double UNDEFINED = Integer.MAX_VALUE; // ***************************************************************************************************************** // methods // ***************************************************************************************************************** /** * Compares two DataObjects in respect to their attribute-values * @param dataObject The DataObject, that is compared with this.dataObject * @return Returns true, if the DataObjects correspond in each value, else returns false */ boolean equals(DataObject dataObject); /** * Calculates the distance between dataObject and this.dataObject * @param dataObject The DataObject, that is used for distance-calculation with this.dataObject * @return double-value The distance between dataObject and this.dataObject */ double distance(DataObject dataObject); /** * Returns the original instance * @return originalInstance */ Instance getInstance(); /** * Returns the key for this DataObject * @return key */ String getKey(); /** * Sets the key for this DataObject * @param key The key is represented as string */ void setKey(String key); /** * Sets the clusterID (cluster), to which this DataObject belongs to * @param clusterID Number of the Cluster */ void setClusterLabel(int clusterID); /** * Returns the clusterID, to which this DataObject belongs to * @return clusterID */ int getClusterLabel(); /** * Marks this dataObject as processed * @param processed True, if the DataObject has been already processed, false else */ void setProcessed(boolean processed); /** * Gives information about the status of a dataObject * @return True, if this dataObject has been processed, else false */ boolean isProcessed(); /** * Sets a new coreDistance for this dataObject * @param c_dist coreDistance */ void setCoreDistance(double c_dist); /** * Returns the coreDistance for this dataObject * @return coreDistance */ double getCoreDistance(); /** * Sets a new reachability-distance for this dataObject */ void setReachabilityDistance(double r_dist); /** * Returns the reachabilityDistance for this dataObject */ double getReachabilityDistance(); }