/* * This file is part of ELKI: * Environment for Developing KDD-Applications Supported by Index-Structures * * Copyright (C) 2017 * ELKI Development Team * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU Affero 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 Affero General Public License for more details. * * You should have received a copy of the GNU Affero General Public License * along with this program. If not, see <http://www.gnu.org/licenses/>. */ package de.lmu.ifi.dbs.elki.evaluation.classification; import de.lmu.ifi.dbs.elki.result.Result; /** * Provides the prediction performance measures for a classifier based on the * confusion matrix. * * Note: this API is non-final, and will be refactored soon. * * @author Arthur Zimek * @since 0.7.0 * * @apiviz.composedOf ConfusionMatrix */ public class ConfusionMatrixEvaluationResult implements Result { /** * Holds the confusion matrix. */ public final ConfusionMatrix confusionmatrix; /** * Holds the used EvaluationProcedure. */ public final String evaluationName; /** * Provides an evaluation based on the given confusion matrix. * * @param confusionmatrix the confusion matrix to provide the prediction * performance measures for * @param evaluationName name of the evaluation procedure used */ public ConfusionMatrixEvaluationResult(ConfusionMatrix confusionmatrix, String evaluationName) { super(); this.confusionmatrix = confusionmatrix; this.evaluationName = evaluationName; } @Override public String getLongName() { return "confusionmatrixresult"; } @Override public String getShortName() { return "confusionmatrixresult"; } }