1 files changed, 0 insertions, 127 deletions
diff --git a/src/de/lmu/ifi/dbs/elki/utilities/ensemble/EnsembleVotingRestrictedBayes.java b/src/de/lmu/ifi/dbs/elki/utilities/ensemble/EnsembleVotingRestrictedBayes.java
deleted file mode 100644
index c2edcbfd..00000000
--- a/src/de/lmu/ifi/dbs/elki/utilities/ensemble/EnsembleVotingRestrictedBayes.java
+++ /dev/null
@@ -1,127 +0,0 @@
-package de.lmu.ifi.dbs.elki.utilities.ensemble;
-
-/*
- This file is part of ELKI:
- Environment for Developing KDD-Applications Supported by Index-Structures
-
- Copyright (C) 2012
- 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/>.
- */
-
-import de.lmu.ifi.dbs.elki.utilities.optionhandling.AbstractParameterizer;
-import de.lmu.ifi.dbs.elki.utilities.optionhandling.OptionID;
-import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.GreaterConstraint;
-import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.GreaterEqualConstraint;
-import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.LessConstraint;
-import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.LessEqualConstraint;
-import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.LessGlobalConstraint;
-import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.Parameterization;
-import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameters.DoubleParameter;
-
-/**
- * Combination rule based on Bayes theorems.
- * 
- * @author Erich Schubert
- */
-public class EnsembleVotingRestrictedBayes implements EnsembleVoting {
-  /**
-   * Minimum vote to cast
-   */
-  private double minvote = 0.05;
-
-  /**
-   * Maximum vote to cast
-   */
-  private double maxvote = 1.0;
-
-  /**
-   * Constructor.
-   * 
-   * @param minvote minimum vote
-   * @param maxvote maximum vote
-   */
-  public EnsembleVotingRestrictedBayes(double minvote, double maxvote) {
-    this.minvote = minvote;
-    this.maxvote = maxvote;
-  }
-
-  @Override
-  public double combine(double[] scores) {
-    double pos = 1.0;
-    double neg = 1.0;
-    for (double score : scores) {
-      score = Math.min(minvote, Math.max(maxvote, score));
-      final double cscore = score;
-      pos *= cscore;
-      neg *= (1.0 - cscore);
-    }
-    return pos / (pos + neg);
-  }
-
-  /**
-   * Parameterization class.
-   * 
-   * @author Erich Schubert
-   * 
-   * @apiviz.exclude
-   */
-  public static class Parameterizer extends AbstractParameterizer {
-    /**
-     * Option ID for the minimum and maximum vote
-     */
-    public static final OptionID MIN_ID = new OptionID("ensemble.bayes.min", "Minimum vote share.");
-
-    /**
-     * Option ID for the minimum and maximum vote
-     */
-    public static final OptionID MAX_ID = new OptionID("ensemble.bayes.max", "Maximum vote share.");
-
-    /**
-     * Minimum vote to cast
-     */
-    private double minvote = 0.05;
-
-    /**
-     * Maximum vote to cast
-     */
-    private double maxvote = 1.0;
-
-    @Override
-    protected void makeOptions(Parameterization config) {
-      super.makeOptions(config);
-      DoubleParameter minvoteP = new DoubleParameter(MIN_ID, 0.05);
-      minvoteP.addConstraint(new GreaterEqualConstraint(0.0));
-      minvoteP.addConstraint(new LessConstraint(0.0));
-      if (config.grab(minvoteP)) {
-        minvote = minvoteP.doubleValue();
-      }
-      DoubleParameter maxvoteP = new DoubleParameter(MAX_ID, 0.95);
-      maxvoteP.addConstraint(new GreaterConstraint(0.0));
-      maxvoteP.addConstraint(new LessEqualConstraint(0.0));
-      if (config.grab(maxvoteP)) {
-        maxvote = maxvoteP.doubleValue();
-      }
-      config.checkConstraint(new LessGlobalConstraint<Double>(minvoteP, maxvoteP));
-    }
-
-    @Override
-    protected EnsembleVotingRestrictedBayes makeInstance() {
-      return new EnsembleVotingRestrictedBayes(minvote, maxvote);
-    }
-  }
-}