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authorAndrej Shadura <andrewsh@debian.org>2019-03-09 22:30:28 +0000
committerAndrej Shadura <andrewsh@debian.org>2019-03-09 22:30:28 +0000
commitcde76aeb42240f7270bc6605c606ae07d2dc5a7d (patch)
treec3ebf1d7745224f524da31dbabc5d76b9ea75916 /src/de/lmu/ifi/dbs/elki/result/outlier/ProbabilisticOutlierScore.java
Import Upstream version 0.4.0~beta1
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diff --git a/src/de/lmu/ifi/dbs/elki/result/outlier/ProbabilisticOutlierScore.java b/src/de/lmu/ifi/dbs/elki/result/outlier/ProbabilisticOutlierScore.java
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+package de.lmu.ifi.dbs.elki.result.outlier;
+/*
+This file is part of ELKI:
+Environment for Developing KDD-Applications Supported by Index-Structures
+
+Copyright (C) 2011
+Ludwig-Maximilians-Universität München
+Lehr- und Forschungseinheit für Datenbanksysteme
+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/>.
+*/
+
+/**
+ * Outlier score that is a probability value in the range 0.0 - 1.0
+ *
+ * But the baseline may be different from 0.0!
+ *
+ * @author Erich Schubert
+ */
+public class ProbabilisticOutlierScore implements OutlierScoreMeta {
+ /**
+ * Actual minimum seen, if given by the algorithm.
+ */
+ private double actualMinimum = Double.NaN;
+ /**
+ * Actual maximum seen, if given by the algorithm.
+ */
+ private double actualMaximum = Double.NaN;
+ /**
+ * Theoretical baseline specified by the algorithm. Defaults to 0.0 in short constructor.
+ */
+ private double theoreticalBaseline = Double.NaN;
+
+ /**
+ * Default constructor. No actual values, Baseline 0.0
+ */
+ public ProbabilisticOutlierScore() {
+ this(Double.NaN, Double.NaN, 0.0);
+ }
+
+ /**
+ * Constructor with baseline only.
+ *
+ * @param theoreticalBaseline Baseline
+ */
+ public ProbabilisticOutlierScore(double theoreticalBaseline) {
+ this(Double.NaN, Double.NaN, theoreticalBaseline);
+ }
+
+ /**
+ * Constructor with actual values, and a baseline of 0.0
+ *
+ * @param actualMinimum actual minimum seen
+ * @param actualMaximum actual maximum seen
+ */
+ public ProbabilisticOutlierScore(double actualMinimum, double actualMaximum) {
+ this(actualMinimum, actualMaximum, 0.0);
+ }
+
+ /**
+ * Full constructor.
+ *
+ * @param actualMinimum actual minimum seen
+ * @param actualMaximum actual maximum seen
+ * @param theoreticalBaseline theoretical baseline
+ */
+ public ProbabilisticOutlierScore(double actualMinimum, double actualMaximum, double theoreticalBaseline) {
+ super();
+ this.actualMinimum = actualMinimum;
+ this.actualMaximum = actualMaximum;
+ this.theoreticalBaseline = theoreticalBaseline;
+ }
+
+ @Override
+ public double getActualMinimum() {
+ return actualMinimum;
+ }
+
+ @Override
+ public double getActualMaximum() {
+ return actualMaximum;
+ }
+
+ @Override
+ public double getTheoreticalBaseline() {
+ return theoreticalBaseline;
+ }
+
+ @Override
+ public double getTheoreticalMaximum() {
+ return 1.0;
+ }
+
+ @Override
+ public double getTheoreticalMinimum() {
+ return 0.0;
+ }
+
+ @Override
+ public double normalizeScore(double value) {
+ return value;
+ }
+
+ @Override
+ public String getLongName() {
+ return "Outlier Score Metadata";
+ }
+
+ @Override
+ public String getShortName() {
+ return "outlier-score-meta";
+ }
+} \ No newline at end of file