Clusterer.java

package com.yahoo.labs.samoa.moa.clusterers;

/*
 * #%L
 * SAMOA
 * %%
 *    Copyright (C) 2009 University of Waikato, Hamilton, New Zealand
 * %%
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 * 
 *      http://www.apache.org/licenses/LICENSE-2.0
 * 
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 * #L%
 */

import com.yahoo.labs.samoa.moa.MOAObject;
import com.yahoo.labs.samoa.moa.cluster.Clustering;
import com.yahoo.labs.samoa.instances.InstancesHeader;
import com.yahoo.labs.samoa.moa.core.Measurement;
import com.yahoo.labs.samoa.moa.options.OptionHandler;
import com.yahoo.labs.samoa.instances.Instance;

public interface Clusterer extends MOAObject, OptionHandler {

	public void setModelContext(InstancesHeader ih);

	public InstancesHeader getModelContext();

	public boolean isRandomizable();

	public void setRandomSeed(int s);

	public boolean trainingHasStarted();

	public double trainingWeightSeenByModel();

	public void resetLearning();

	public void trainOnInstance(Instance inst);

	public double[] getVotesForInstance(Instance inst);

	public Measurement[] getModelMeasurements();

	public Clusterer[] getSubClusterers();

	public Clusterer copy();

    public Clustering getClusteringResult();

    public boolean implementsMicroClusterer();

    public Clustering getMicroClusteringResult();
    
    public boolean keepClassLabel();

}