| package com.yahoo.labs.samoa.moa.classifiers.core.driftdetection; |
| |
| /* |
| * #%L |
| * SAMOA |
| * %% |
| * Copyright (C) 2013 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.options.OptionHandler; |
| |
| /** |
| * Change Detector interface to implement methods that detects change. |
| * |
| * @author Albert Bifet (abifet at cs dot waikato dot ac dot nz) |
| * @version $Revision: 7 $ |
| */ |
| public interface ChangeDetector extends OptionHandler { |
| |
| /** |
| * Resets this change detector. It must be similar to starting a new change detector from scratch. |
| * |
| */ |
| public void resetLearning(); |
| |
| /** |
| * Adding a numeric value to the change detector<br> |
| * <br> |
| * |
| * The output of the change detector is modified after the insertion of a new item inside. |
| * |
| * @param inputValue |
| * the number to insert into the change detector |
| */ |
| public void input(double inputValue); |
| |
| /** |
| * Gets whether there is change detected. |
| * |
| * @return true if there is change |
| */ |
| public boolean getChange(); |
| |
| /** |
| * Gets whether the change detector is in the warning zone, after a warning alert and before a change alert. |
| * |
| * @return true if the change detector is in the warning zone |
| */ |
| public boolean getWarningZone(); |
| |
| /** |
| * Gets the prediction of next values. |
| * |
| * @return a prediction of the next value |
| */ |
| public double getEstimation(); |
| |
| /** |
| * Gets the length of the delay in the change detected. |
| * |
| * @return he length of the delay in the change detected |
| */ |
| public double getDelay(); |
| |
| /** |
| * Gets the output state of the change detection. |
| * |
| * @return an array with the number of change detections, number of warnings, delay, and estimation. |
| */ |
| public double[] getOutput(); |
| |
| /** |
| * Returns a string representation of the model. |
| * |
| * @param out |
| * the stringbuilder to add the description |
| * @param indent |
| * the number of characters to indent |
| */ |
| @Override |
| public void getDescription(StringBuilder sb, int indent); |
| |
| /** |
| * Produces a copy of this drift detection method |
| * |
| * @return the copy of this drift detection method |
| */ |
| @Override |
| public ChangeDetector copy(); |
| } |