diff options
Diffstat (limited to 'src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/WeightedCovarianceMatrixBuilder.java')
-rw-r--r-- | src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/WeightedCovarianceMatrixBuilder.java | 46 |
1 files changed, 23 insertions, 23 deletions
diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/WeightedCovarianceMatrixBuilder.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/WeightedCovarianceMatrixBuilder.java index 9402397e..547737fe 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/WeightedCovarianceMatrixBuilder.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/WeightedCovarianceMatrixBuilder.java @@ -1,26 +1,27 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca; -/* -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/>. -*/ +/* + 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/>. + */ import java.util.Collection; import java.util.Iterator; @@ -137,8 +138,7 @@ public class WeightedCovarianceMatrixBuilder<V extends NumberVector<? extends V, stddev = Math.sqrt(stddev / ids.size()); } - int i = 0; - for(Iterator<DBID> it = ids.iterator(); it.hasNext(); i++) { + for(Iterator<DBID> it = ids.iterator(); it.hasNext();) { V obj = database.get(it.next()); double distance = weightDistance.distance(centroid, obj).doubleValue(); double weight = weightfunction.getWeight(distance, maxdist, stddev); |