Modified: mahout/trunk/integration/src/test/java/org/apache/mahout/clustering/cdbw/TestCDbwEvaluator.java URL: http://svn.apache.org/viewvc/mahout/trunk/integration/src/test/java/org/apache/mahout/clustering/cdbw/TestCDbwEvaluator.java?rev=1507960&r1=1507959&r2=1507960&view=diff ============================================================================== --- mahout/trunk/integration/src/test/java/org/apache/mahout/clustering/cdbw/TestCDbwEvaluator.java (original) +++ mahout/trunk/integration/src/test/java/org/apache/mahout/clustering/cdbw/TestCDbwEvaluator.java Mon Jul 29 07:39:53 2013 @@ -28,22 +28,16 @@ import org.apache.hadoop.fs.Path; import org.apache.mahout.clustering.Cluster; import org.apache.mahout.clustering.ClusteringTestUtils; import org.apache.mahout.clustering.TestClusterEvaluator; -import org.apache.mahout.clustering.kernel.TriangularKernelProfile; import org.apache.mahout.clustering.canopy.Canopy; import org.apache.mahout.clustering.canopy.CanopyDriver; -import org.apache.mahout.clustering.dirichlet.DirichletDriver; -import org.apache.mahout.clustering.dirichlet.UncommonDistributions; -import org.apache.mahout.clustering.dirichlet.models.DistributionDescription; -import org.apache.mahout.clustering.dirichlet.models.GaussianClusterDistribution; +import org.apache.mahout.clustering.UncommonDistributions; import org.apache.mahout.clustering.evaluation.RepresentativePointsDriver; import org.apache.mahout.clustering.fuzzykmeans.FuzzyKMeansDriver; import org.apache.mahout.clustering.kmeans.KMeansDriver; import org.apache.mahout.clustering.kmeans.TestKmeansClustering; -import org.apache.mahout.clustering.meanshift.MeanShiftCanopyDriver; import org.apache.mahout.common.MahoutTestCase; import org.apache.mahout.common.distance.DistanceMeasure; import org.apache.mahout.common.distance.EuclideanDistanceMeasure; -import org.apache.mahout.clustering.kernel.IKernelProfile; import org.apache.mahout.math.DenseVector; import org.apache.mahout.math.Vector; import org.apache.mahout.math.VectorWritable; @@ -331,42 +325,4 @@ public final class TestCDbwEvaluator ext System.out.println("Separation = " + evaluator.separation()); } - @Test - public void testMeanShift() throws Exception { - ClusteringTestUtils.writePointsToFile(sampleData, getTestTempFilePath("testdata/file1"), fs, conf); - DistanceMeasure measure = new EuclideanDistanceMeasure(); - IKernelProfile kernelProfile = new TriangularKernelProfile(); - MeanShiftCanopyDriver.run(conf, testdata, output, measure, kernelProfile, 2.1, 1.0, 0.001, 10, false, true, true); - int numIterations = 10; - Path clustersIn = new Path(output, "clusters-2"); - RepresentativePointsDriver.run(conf, clustersIn, new Path(output, "clusteredPoints"), output, measure, - numIterations, true); - CDbwEvaluator evaluator = new CDbwEvaluator(conf, clustersIn); - // printRepPoints(numIterations); - // now print out the Results - System.out.println("Mean Shift CDbw = " + evaluator.getCDbw()); - System.out.println("Intra-cluster density = " + evaluator.intraClusterDensity()); - System.out.println("Inter-cluster density = " + evaluator.interClusterDensity()); - System.out.println("Separation = " + evaluator.separation()); - } - - @Test - public void testDirichlet() throws Exception { - ClusteringTestUtils.writePointsToFile(sampleData, getTestTempFilePath("testdata/file1"), fs, conf); - DistributionDescription description = new DistributionDescription(GaussianClusterDistribution.class.getName(), - DenseVector.class.getName(), null, 2); - DirichletDriver.run(new Configuration(), testdata, output, description, 15, 5, 1.0, true, true, 0.0, true); - int numIterations = 10; - Path clustersIn = new Path(output, "clusters-0"); - RepresentativePointsDriver.run(conf, clustersIn, new Path(output, "clusteredPoints"), output, - new EuclideanDistanceMeasure(), numIterations, true); - CDbwEvaluator evaluator = new CDbwEvaluator(conf, clustersIn); - RepresentativePointsDriver.printRepresentativePoints(output, numIterations); - // now print out the Results - System.out.println("Dirichlet CDbw = " + evaluator.getCDbw()); - System.out.println("Intra-cluster density = " + evaluator.intraClusterDensity()); - System.out.println("Inter-cluster density = " + evaluator.interClusterDensity()); - System.out.println("Separation = " + evaluator.separation()); - } - }
Modified: mahout/trunk/math/src/test/java/org/apache/mahout/math/randomized/RandomBlasting.java URL: http://svn.apache.org/viewvc/mahout/trunk/math/src/test/java/org/apache/mahout/math/randomized/RandomBlasting.java?rev=1507960&r1=1507959&r2=1507960&view=diff ============================================================================== --- mahout/trunk/math/src/test/java/org/apache/mahout/math/randomized/RandomBlasting.java (original) +++ mahout/trunk/math/src/test/java/org/apache/mahout/math/randomized/RandomBlasting.java Mon Jul 29 07:39:53 2013 @@ -1,7 +1,6 @@ package org.apache.mahout.math.randomized; import java.lang.reflect.Field; -import java.util.ArrayList; import java.util.Arrays; import java.util.HashMap; import java.util.HashSet;
