| 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(); |
| |
| } |