diff options
Diffstat (limited to 'src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca')
33 files changed, 662 insertions, 620 deletions
diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/AbstractCovarianceMatrixBuilder.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/AbstractCovarianceMatrixBuilder.java index 3066b87d..197ad939 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/AbstractCovarianceMatrixBuilder.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/AbstractCovarianceMatrixBuilder.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 + 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 + 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 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. + 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/>. -*/ + 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; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/CompositeEigenPairFilter.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/CompositeEigenPairFilter.java index eb42d654..112a6df4 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/CompositeEigenPairFilter.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/CompositeEigenPairFilter.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 + 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 + 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 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. + 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/>. -*/ + 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.List; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/CovarianceMatrixBuilder.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/CovarianceMatrixBuilder.java index 668974e9..7416abce 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/CovarianceMatrixBuilder.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/CovarianceMatrixBuilder.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 + 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 + 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 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. + 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/>. -*/ + 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; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/EigenPairFilter.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/EigenPairFilter.java index a616cdf0..3c9d8603 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/EigenPairFilter.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/EigenPairFilter.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 + 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 + 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 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. + 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/>. -*/ + 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.math.linearalgebra.SortedEigenPairs; import de.lmu.ifi.dbs.elki.utilities.optionhandling.Parameterizable; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/FilteredEigenPairs.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/FilteredEigenPairs.java index 787732f4..9fdac000 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/FilteredEigenPairs.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/FilteredEigenPairs.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 + 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 + 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 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. + 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/>. -*/ + 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.math.linearalgebra.EigenPair; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/FirstNEigenPairFilter.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/FirstNEigenPairFilter.java index 40ca5047..c4839109 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/FirstNEigenPairFilter.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/FirstNEigenPairFilter.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.ArrayList; import java.util.List; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/LimitEigenPairFilter.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/LimitEigenPairFilter.java index 338c6ba6..c1edb99a 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/LimitEigenPairFilter.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/LimitEigenPairFilter.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.ArrayList; import java.util.List; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/NormalizingEigenPairFilter.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/NormalizingEigenPairFilter.java index 261455c0..47dbb01a 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/NormalizingEigenPairFilter.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/NormalizingEigenPairFilter.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 + 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 + 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 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. + 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/>. -*/ + 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.ArrayList; import java.util.List; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCAFilteredResult.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCAFilteredResult.java index 5d10d4bc..30453f0c 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCAFilteredResult.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCAFilteredResult.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.Iterator; import java.util.List; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCAFilteredRunner.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCAFilteredRunner.java index 297abac0..799502fa 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCAFilteredRunner.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCAFilteredRunner.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; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCAResult.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCAResult.java index 17c3e184..26497645 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCAResult.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCAResult.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 + 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 + 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 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. + 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/>. -*/ + 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.math.linearalgebra.Matrix; import de.lmu.ifi.dbs.elki.math.linearalgebra.SortedEigenPairs; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCARunner.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCARunner.java index 07dcbfec..21b4304f 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCARunner.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PCARunner.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; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PercentageEigenPairFilter.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PercentageEigenPairFilter.java index f1322d6a..b0065eae 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PercentageEigenPairFilter.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/PercentageEigenPairFilter.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.ArrayList; import java.util.List; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/ProgressiveEigenPairFilter.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/ProgressiveEigenPairFilter.java index e8e455e1..f43ac424 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/ProgressiveEigenPairFilter.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/ProgressiveEigenPairFilter.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.ArrayList; import java.util.List; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/RelativeEigenPairFilter.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/RelativeEigenPairFilter.java index 16414238..5109b010 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/RelativeEigenPairFilter.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/RelativeEigenPairFilter.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.ArrayList; import java.util.List; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/SignificantEigenPairFilter.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/SignificantEigenPairFilter.java index 1c6502bf..d09b7312 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/SignificantEigenPairFilter.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/SignificantEigenPairFilter.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.ArrayList; import java.util.List; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/StandardCovarianceMatrixBuilder.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/StandardCovarianceMatrixBuilder.java index c39be039..393b26ec 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/StandardCovarianceMatrixBuilder.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/StandardCovarianceMatrixBuilder.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 + 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 + 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 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. + 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/>. -*/ + 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.data.NumberVector; import de.lmu.ifi.dbs.elki.database.ids.DBIDs; diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/WeakEigenPairFilter.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/WeakEigenPairFilter.java index 549e767e..57d21ec1 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/WeakEigenPairFilter.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/WeakEigenPairFilter.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.ArrayList; import java.util.List; 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); diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ConstantWeight.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ConstantWeight.java index 2901a75c..b31d15ea 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ConstantWeight.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ConstantWeight.java @@ -1,26 +1,28 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions; + /* -This file is part of ELKI: -Environment for Developing KDD-Applications Supported by Index-Structures + 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 -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 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. -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/>. + */ -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/>. -*/ /** * Constant Weight function @@ -35,7 +37,7 @@ public final class ConstantWeight implements WeightFunction { * No scaling - the result is always 1.0 */ @Override - public double getWeight(@SuppressWarnings("unused") double distance, @SuppressWarnings("unused") double max, @SuppressWarnings("unused") double stddev) { + public double getWeight(double distance, double max, double stddev) { return 1.0; } } diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ErfcStddevWeight.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ErfcStddevWeight.java index fe2fbca2..71096f05 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ErfcStddevWeight.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ErfcStddevWeight.java @@ -1,26 +1,27 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions; + /* -This file is part of ELKI: -Environment for Developing KDD-Applications Supported by Index-Structures + 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 + 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 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. + 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/>. -*/ + 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.math.MathUtil; @@ -37,7 +38,7 @@ public final class ErfcStddevWeight implements WeightFunction { * Return Erfc weight, scaled by standard deviation. max is ignored. */ @Override - public double getWeight(double distance, @SuppressWarnings("unused") double max, double stddev) { + public double getWeight(double distance, double max, double stddev) { if(stddev <= 0) { return 1; } diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ErfcWeight.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ErfcWeight.java index b497a29c..1a6cb5b6 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ErfcWeight.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ErfcWeight.java @@ -1,26 +1,27 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions; + /* -This file is part of ELKI: -Environment for Developing KDD-Applications Supported by Index-Structures + 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 + 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 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. + 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/>. -*/ + 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.math.MathUtil; @@ -40,7 +41,7 @@ public final class ErfcWeight implements WeightFunction { * Get Erfc Weight, using distance / max. stddev is ignored. */ @Override - public double getWeight(double distance, double max, @SuppressWarnings("unused") double stddev) { + public double getWeight(double distance, double max, double stddev) { if(max <= 0) { return 1.0; } diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ExponentialStddevWeight.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ExponentialStddevWeight.java index 1d657f49..979ccaf5 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ExponentialStddevWeight.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ExponentialStddevWeight.java @@ -1,26 +1,28 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions; + /* -This file is part of ELKI: -Environment for Developing KDD-Applications Supported by Index-Structures + 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 -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 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. -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/>. + */ -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/>. -*/ /** * Exponential Weight function, scaled such that the result it 0.1 at distance @@ -38,7 +40,7 @@ public final class ExponentialStddevWeight implements WeightFunction { * Get exponential weight, max is ignored. */ @Override - public double getWeight(double distance, @SuppressWarnings("unused") double max, double stddev) { + public double getWeight(double distance, double max, double stddev) { if(stddev <= 0) { return 1; } diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ExponentialWeight.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ExponentialWeight.java index f204c1da..96077581 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ExponentialWeight.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/ExponentialWeight.java @@ -1,26 +1,28 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions; + /* -This file is part of ELKI: -Environment for Developing KDD-Applications Supported by Index-Structures + 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 -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 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. -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/>. + */ -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/>. -*/ /** * Exponential Weight function, scaled such that the result it 0.1 at distance @@ -40,7 +42,7 @@ public final class ExponentialWeight implements WeightFunction { * Exponential Weight function. stddev is not used. */ @Override - public double getWeight(double distance, double max, @SuppressWarnings("unused") double stddev) { + public double getWeight(double distance, double max, double stddev) { if(max <= 0) { return 1.0; } diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/GaussStddevWeight.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/GaussStddevWeight.java index f4a64462..33ff90c5 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/GaussStddevWeight.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/GaussStddevWeight.java @@ -1,26 +1,27 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions; + /* -This file is part of ELKI: -Environment for Developing KDD-Applications Supported by Index-Structures + 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 + 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 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. + 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/>. -*/ + 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.math.MathUtil; @@ -45,7 +46,7 @@ public final class GaussStddevWeight implements WeightFunction { * Get Gaussian Weight using standard deviation for scaling. max is ignored. */ @Override - public double getWeight(double distance, @SuppressWarnings("unused") double max, double stddev) { + public double getWeight(double distance, double max, double stddev) { if(stddev <= 0) { return 1; } diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/GaussWeight.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/GaussWeight.java index 87a69d4f..00eeb8b1 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/GaussWeight.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/GaussWeight.java @@ -1,26 +1,28 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions; + /* -This file is part of ELKI: -Environment for Developing KDD-Applications Supported by Index-Structures + 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 -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 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. -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/>. + */ -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/>. -*/ /** * Gaussian Weight function, scaled such that the result it 0.1 at distance == @@ -35,7 +37,7 @@ public final class GaussWeight implements WeightFunction { * Get Gaussian weight. stddev is not used, scaled using max. */ @Override - public double getWeight(double distance, double max, @SuppressWarnings("unused") double stddev) { + public double getWeight(double distance, double max, double stddev) { if(max <= 0) { return 1.0; } diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/InverseLinearWeight.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/InverseLinearWeight.java index 58b8d047..f618c08b 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/InverseLinearWeight.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/InverseLinearWeight.java @@ -1,26 +1,28 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions; + /* -This file is part of ELKI: -Environment for Developing KDD-Applications Supported by Index-Structures + 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 -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 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. -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/>. + */ -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/>. -*/ /** * Inverse Linear Weight Function. @@ -39,7 +41,7 @@ public final class InverseLinearWeight implements WeightFunction { * NOTE: increasing weights are non-standard, and mostly for testing */ @Override - public double getWeight(double distance, double max, @SuppressWarnings("unused") double stddev) { + public double getWeight(double distance, double max, double stddev) { if(max <= 0) { return 0.1; } diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/InverseProportionalStddevWeight.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/InverseProportionalStddevWeight.java index b157a7e5..da1c0a61 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/InverseProportionalStddevWeight.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/InverseProportionalStddevWeight.java @@ -1,26 +1,28 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions; + /* -This file is part of ELKI: -Environment for Developing KDD-Applications Supported by Index-Structures + 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 -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 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. -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/>. + */ -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/>. -*/ /** * Inverse proportional weight function, scaled using the standard deviation. @@ -34,7 +36,7 @@ public final class InverseProportionalStddevWeight implements WeightFunction { * Get inverse proportional weight. max is ignored. */ @Override - public double getWeight(double distance, @SuppressWarnings("unused") double max, double stddev) { + public double getWeight(double distance, double max, double stddev) { if(stddev <= 0) { return 1; } diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/InverseProportionalWeight.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/InverseProportionalWeight.java index 2d19cf03..ee17b25b 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/InverseProportionalWeight.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/InverseProportionalWeight.java @@ -1,26 +1,28 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions; + /* -This file is part of ELKI: -Environment for Developing KDD-Applications Supported by Index-Structures + 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 -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 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. -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/>. + */ -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/>. -*/ /** * Inverse proportional weight function, scaled using the maximum. @@ -34,7 +36,7 @@ public final class InverseProportionalWeight implements WeightFunction { * Get inverse proportional weight. stddev is ignored. */ @Override - public double getWeight(double distance, double max, @SuppressWarnings("unused") double stddev) { + public double getWeight(double distance, double max, double stddev) { if(max <= 0) { return 1.0; } diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/LinearWeight.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/LinearWeight.java index 907a81d9..241c2673 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/LinearWeight.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/LinearWeight.java @@ -1,26 +1,28 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions; + /* -This file is part of ELKI: -Environment for Developing KDD-Applications Supported by Index-Structures + 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 -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 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. -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/>. + */ -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/>. -*/ /** * Linear weight function, scaled using the maximum such that it goes from 1.0 @@ -35,7 +37,7 @@ public final class LinearWeight implements WeightFunction { * Linear decreasing weight, from 1.0 to 0.1. Stddev is ignored. */ @Override - public double getWeight(double distance, double max, @SuppressWarnings("unused") double stddev) { + public double getWeight(double distance, double max, double stddev) { if(max <= 0) { return 1.0; } diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/QuadraticStddevWeight.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/QuadraticStddevWeight.java index 3b26a85e..7d9b41ad 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/QuadraticStddevWeight.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/QuadraticStddevWeight.java @@ -1,26 +1,28 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions; + /* -This file is part of ELKI: -Environment for Developing KDD-Applications Supported by Index-Structures + 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 -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 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. -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/>. + */ -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/>. -*/ /** * Quadratic weight function, scaled using the standard deviation. @@ -42,7 +44,7 @@ public final class QuadraticStddevWeight implements WeightFunction { * Evaluate weight function at given parameters. max is ignored. */ @Override - public double getWeight(double distance, @SuppressWarnings("unused") double max, double stddev) { + public double getWeight(double distance, double max, double stddev) { if(stddev <= 0) { return 1; } diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/QuadraticWeight.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/QuadraticWeight.java index 7de38dda..9755c963 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/QuadraticWeight.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/QuadraticWeight.java @@ -1,26 +1,28 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions; + /* -This file is part of ELKI: -Environment for Developing KDD-Applications Supported by Index-Structures + 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 -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 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. -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/>. + */ -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/>. -*/ /** * Quadratic weight function, scaled using the maximum to reach 0.1 at that @@ -35,7 +37,7 @@ public final class QuadraticWeight implements WeightFunction { * Evaluate quadratic weight. stddev is ignored. */ @Override - public double getWeight(double distance, double max, @SuppressWarnings("unused") double stddev) { + public double getWeight(double distance, double max, double stddev) { if(max <= 0) { return 1.0; } diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/WeightFunction.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/WeightFunction.java index bf8e32e6..c3102350 100644 --- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/WeightFunction.java +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/weightfunctions/WeightFunction.java @@ -1,26 +1,27 @@ package de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions; + /* -This file is part of ELKI: -Environment for Developing KDD-Applications Supported by Index-Structures + 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 + 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 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. + 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/>. -*/ + 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.InspectionUtilFrequentlyScanned; |