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-rw-r--r--src/de/lmu/ifi/dbs/elki/evaluation/Evaluator.java35
-rw-r--r--src/de/lmu/ifi/dbs/elki/evaluation/index/IndexStatistics.java35
-rw-r--r--src/de/lmu/ifi/dbs/elki/evaluation/outlier/JudgeOutlierScores.java2
-rw-r--r--src/de/lmu/ifi/dbs/elki/evaluation/paircounting/EvaluatePairCountingFMeasure.java43
-rw-r--r--src/de/lmu/ifi/dbs/elki/evaluation/paircounting/PairCountingFMeasure.java43
-rw-r--r--src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairGeneratorMerge.java35
-rw-r--r--src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairGeneratorNoise.java35
-rw-r--r--src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairGeneratorSingleCluster.java43
-rw-r--r--src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairSortedGenerator.java35
-rw-r--r--src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairSortedGeneratorInterface.java35
-rw-r--r--src/de/lmu/ifi/dbs/elki/evaluation/roc/ComputeROCCurve.java35
-rw-r--r--src/de/lmu/ifi/dbs/elki/evaluation/roc/ROC.java43
-rw-r--r--src/de/lmu/ifi/dbs/elki/evaluation/similaritymatrix/ComputeSimilarityMatrixImage.java43
13 files changed, 237 insertions, 225 deletions
diff --git a/src/de/lmu/ifi/dbs/elki/evaluation/Evaluator.java b/src/de/lmu/ifi/dbs/elki/evaluation/Evaluator.java
index 25b25c66..f9be3e82 100644
--- a/src/de/lmu/ifi/dbs/elki/evaluation/Evaluator.java
+++ b/src/de/lmu/ifi/dbs/elki/evaluation/Evaluator.java
@@ -1,26 +1,27 @@
package de.lmu.ifi.dbs.elki.evaluation;
+
/*
-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.result.ResultProcessor;
diff --git a/src/de/lmu/ifi/dbs/elki/evaluation/index/IndexStatistics.java b/src/de/lmu/ifi/dbs/elki/evaluation/index/IndexStatistics.java
index 906ea4b7..dc311612 100644
--- a/src/de/lmu/ifi/dbs/elki/evaluation/index/IndexStatistics.java
+++ b/src/de/lmu/ifi/dbs/elki/evaluation/index/IndexStatistics.java
@@ -1,26 +1,27 @@
package de.lmu.ifi.dbs.elki.evaluation.index;
+
/*
-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.Collection;
diff --git a/src/de/lmu/ifi/dbs/elki/evaluation/outlier/JudgeOutlierScores.java b/src/de/lmu/ifi/dbs/elki/evaluation/outlier/JudgeOutlierScores.java
index 24b7e49b..c5762308 100644
--- a/src/de/lmu/ifi/dbs/elki/evaluation/outlier/JudgeOutlierScores.java
+++ b/src/de/lmu/ifi/dbs/elki/evaluation/outlier/JudgeOutlierScores.java
@@ -176,7 +176,7 @@ public class JudgeOutlierScores implements Evaluator {
return;
}
- ModifiableDBIDs ids = DBIDUtil.newHashSet(db.getDBIDs());
+ ModifiableDBIDs ids = DBIDUtil.newHashSet(ors.iterator().next().getScores().getDBIDs());
DBIDs outlierIds = DatabaseUtil.getObjectsByLabelMatch(db, positiveClassName);
ids.removeDBIDs(outlierIds);
diff --git a/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/EvaluatePairCountingFMeasure.java b/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/EvaluatePairCountingFMeasure.java
index 43de1cb7..e47dbcec 100644
--- a/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/EvaluatePairCountingFMeasure.java
+++ b/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/EvaluatePairCountingFMeasure.java
@@ -1,26 +1,27 @@
package de.lmu.ifi.dbs.elki.evaluation.paircounting;
+
/*
-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.Collection;
diff --git a/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/PairCountingFMeasure.java b/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/PairCountingFMeasure.java
index aae966fe..4e1d5f01 100644
--- a/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/PairCountingFMeasure.java
+++ b/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/PairCountingFMeasure.java
@@ -1,26 +1,27 @@
package de.lmu.ifi.dbs.elki.evaluation.paircounting;
+
/*
-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/evaluation/paircounting/generator/PairGeneratorMerge.java b/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairGeneratorMerge.java
index 70ec1c33..88297ebc 100644
--- a/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairGeneratorMerge.java
+++ b/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairGeneratorMerge.java
@@ -1,26 +1,27 @@
package de.lmu.ifi.dbs.elki.evaluation.paircounting.generator;
+
/*
-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.pairs.IntIntPair;
diff --git a/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairGeneratorNoise.java b/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairGeneratorNoise.java
index 0680f15b..7d3ad8c0 100644
--- a/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairGeneratorNoise.java
+++ b/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairGeneratorNoise.java
@@ -1,26 +1,27 @@
package de.lmu.ifi.dbs.elki.evaluation.paircounting.generator;
+
/*
-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.Arrays;
diff --git a/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairGeneratorSingleCluster.java b/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairGeneratorSingleCluster.java
index cc9b4fb7..da769837 100644
--- a/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairGeneratorSingleCluster.java
+++ b/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairGeneratorSingleCluster.java
@@ -1,26 +1,27 @@
package de.lmu.ifi.dbs.elki.evaluation.paircounting.generator;
+
/*
-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.Arrays;
diff --git a/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairSortedGenerator.java b/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairSortedGenerator.java
index 39ad7452..6c342bc9 100644
--- a/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairSortedGenerator.java
+++ b/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairSortedGenerator.java
@@ -1,26 +1,27 @@
package de.lmu.ifi.dbs.elki.evaluation.paircounting.generator;
+
/*
-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.pairs.IntIntPair;
diff --git a/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairSortedGeneratorInterface.java b/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairSortedGeneratorInterface.java
index 2cdad2be..f7b67d60 100644
--- a/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairSortedGeneratorInterface.java
+++ b/src/de/lmu/ifi/dbs/elki/evaluation/paircounting/generator/PairSortedGeneratorInterface.java
@@ -1,26 +1,27 @@
package de.lmu.ifi.dbs.elki.evaluation.paircounting.generator;
+
/*
-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.pairs.IntIntPair;
diff --git a/src/de/lmu/ifi/dbs/elki/evaluation/roc/ComputeROCCurve.java b/src/de/lmu/ifi/dbs/elki/evaluation/roc/ComputeROCCurve.java
index 345f1e1f..08dd38a5 100644
--- a/src/de/lmu/ifi/dbs/elki/evaluation/roc/ComputeROCCurve.java
+++ b/src/de/lmu/ifi/dbs/elki/evaluation/roc/ComputeROCCurve.java
@@ -1,26 +1,27 @@
package de.lmu.ifi.dbs.elki.evaluation.roc;
+
/*
-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.Collection;
diff --git a/src/de/lmu/ifi/dbs/elki/evaluation/roc/ROC.java b/src/de/lmu/ifi/dbs/elki/evaluation/roc/ROC.java
index d127318f..9716a586 100644
--- a/src/de/lmu/ifi/dbs/elki/evaluation/roc/ROC.java
+++ b/src/de/lmu/ifi/dbs/elki/evaluation/roc/ROC.java
@@ -1,26 +1,27 @@
package de.lmu.ifi.dbs.elki.evaluation.roc;
+
/*
-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.Iterator;
diff --git a/src/de/lmu/ifi/dbs/elki/evaluation/similaritymatrix/ComputeSimilarityMatrixImage.java b/src/de/lmu/ifi/dbs/elki/evaluation/similaritymatrix/ComputeSimilarityMatrixImage.java
index 8f49f491..9408be91 100644
--- a/src/de/lmu/ifi/dbs/elki/evaluation/similaritymatrix/ComputeSimilarityMatrixImage.java
+++ b/src/de/lmu/ifi/dbs/elki/evaluation/similaritymatrix/ComputeSimilarityMatrixImage.java
@@ -1,26 +1,27 @@
package de.lmu.ifi.dbs.elki.evaluation.similaritymatrix;
+
/*
-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.awt.image.BufferedImage;
import java.awt.image.RenderedImage;