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The Waikato Environment for Knowledge Analysis (WEKA), a machine
learning workbench. This is the stable version. Apart from bugfixes, this version
does not receive any other updates.
/*
* 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 .
*/
/*
* StructureProducer.java
* Copyright (C) 2011-2012 University of Waikato, Hamilton, New Zealand
*
*/
package weka.gui.beans;
import weka.core.Instances;
/**
* Interface for something that can describe the structure of what
* is encapsulated in a named event type as an empty set of
* Instances (i.e. attribute information only). For example,
* batchAssociationRulesEvent can be described as LHS (String), RHS (String)
* and a number of metrics (Numeric); dataSetEvent, instanceEvent,
* trainingSetEvent etc. are all straightforward, since they already
* encapsulate instances; textEvent can be described in terms of
* the title (String) and the body (String) of the text. Sometimes
* it is not possible to know the structure of the encapsulated output
* in advance (e.g. certain filters may not know how many attributes
* will be produced until the input data arrives), in this case
* any implementing class can return null to indicate this.
*
* @author Mark Hall (mhall{[at]}pentaho{[dot]}com)
* @version $Revision: 8034 $
*
*/
public interface StructureProducer {
/**
* Get the structure of the output encapsulated in the named
* event. If the structure can't be determined in advance of
* seeing input, or this StructureProducer does not generate
* the named event, null should be returned.
*
* @param eventName the name of the output event that encapsulates
* the requested output.
*
* @return the structure of the output encapsulated in the named
* event or null if it can't be determined in advance of seeing input
* or the named event is not generated by this StructureProduce.
*/
public Instances getStructure(String eventName);
}