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Provides a time series forecasting environment for Weka. Includes a wrapper for Weka regression schemes that automates the process of creating lagged variables and date-derived periodic variables and provides the ability to do closed-loop forecasting. New evaluation routines are provided by a special evaluation module and graphing of predictions/forecasts are provided via the JFreeChart library. Includes both command-line and GUI user interfaces. Sample time series data can be found in ${WEKA_HOME}/packages/timeseriesForecasting/sample-data.

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/*
 *   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 3 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, see .
 */


/*
 *    TimeSeriesForecastingBeanInfo.java
 *    Copyright (C) 2010-2016 University of Waikato, Hamilton, New Zealand
 */

package weka.gui.beans;

import java.beans.BeanDescriptor;
import java.beans.EventSetDescriptor;
import java.beans.SimpleBeanInfo;

/**
 * BeanInfo class for the TimeSeriesForecasting bean
 * 
 * @author Mark Hall (mhall{[at]}pentaho{[dot]}com)
 * @version $Revision: 49983 $
 *
 */
public class TimeSeriesForecastingBeanInfo extends SimpleBeanInfo {
  public EventSetDescriptor [] getEventSetDescriptors() {
    try {
      EventSetDescriptor [] esds = {
          new EventSetDescriptor(TimeSeriesForecasting.class,
              "instance",
              InstanceListener.class,
              "acceptInstance"),
      };
      return esds;
    } catch (Exception ex) {
      ex.printStackTrace();
    }
    return null;
  }

  /**                                                                                           
   * Get the bean descriptor for this bean                                                      
   *                                                                                            
   * @return a BeanDescriptor value                                                
   */
  public BeanDescriptor getBeanDescriptor() {
    return new BeanDescriptor(weka.gui.beans.TimeSeriesForecasting.class,
                              TimeSeriesForecastingCustomizer.class);
  }
}