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Example 21 with ListParameterization

use of de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.ListParameterization in project elki by elki-project.

the class RStarTreeTest method testAdaptiveSortTileRecursiveBulkSplit.

/**
 * Test {@link RStarTree} bulk loaded using
 * {@link AdaptiveSortTileRecursiveBulkSplit}
 */
@Test
public void testAdaptiveSortTileRecursiveBulkSplit() {
    ListParameterization spatparams = new ListParameterization();
    spatparams.addParameter(StaticArrayDatabase.Parameterizer.INDEX_ID, RStarTreeFactory.class);
    spatparams.addParameter(AbstractPageFileFactory.Parameterizer.PAGE_SIZE_ID, 300);
    spatparams.addParameter(RStarTreeFactory.Parameterizer.BULK_SPLIT_ID, AdaptiveSortTileRecursiveBulkSplit.class);
    testExactEuclidean(spatparams, RStarTreeKNNQuery.class, RStarTreeRangeQuery.class);
    // 
    spatparams = new ListParameterization();
    spatparams.addParameter(StaticArrayDatabase.Parameterizer.INDEX_ID, RStarTreeFactory.class);
    spatparams.addParameter(AbstractPageFileFactory.Parameterizer.PAGE_SIZE_ID, 300);
    spatparams.addParameter(RStarTreeFactory.Parameterizer.BULK_SPLIT_ID, AdaptiveSortTileRecursiveBulkSplit.class);
    testExactCosine(spatparams, RStarTreeKNNQuery.class, RStarTreeRangeQuery.class);
}
Also used : ListParameterization(de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.ListParameterization) Test(org.junit.Test) AbstractIndexStructureTest(de.lmu.ifi.dbs.elki.index.AbstractIndexStructureTest)

Example 22 with ListParameterization

use of de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.ListParameterization in project elki by elki-project.

the class RStarTreeTest method testRTreeGreeneSplit.

/**
 * Test {@link RStarTree} using {@link GreeneSplit}
 */
@Test
public void testRTreeGreeneSplit() {
    ListParameterization spatparams = new ListParameterization();
    spatparams.addParameter(StaticArrayDatabase.Parameterizer.INDEX_ID, RStarTreeFactory.class);
    spatparams.addParameter(AbstractPageFileFactory.Parameterizer.PAGE_SIZE_ID, 300);
    spatparams.addParameter(RStarTreeFactory.Parameterizer.SPLIT_STRATEGY_ID, GreeneSplit.class);
    testExactEuclidean(spatparams, RStarTreeKNNQuery.class, RStarTreeRangeQuery.class);
    // 
    spatparams = new ListParameterization();
    spatparams.addParameter(StaticArrayDatabase.Parameterizer.INDEX_ID, RStarTreeFactory.class);
    spatparams.addParameter(AbstractPageFileFactory.Parameterizer.PAGE_SIZE_ID, 300);
    spatparams.addParameter(RStarTreeFactory.Parameterizer.SPLIT_STRATEGY_ID, GreeneSplit.class);
    testExactCosine(spatparams, RStarTreeKNNQuery.class, RStarTreeRangeQuery.class);
}
Also used : ListParameterization(de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.ListParameterization) Test(org.junit.Test) AbstractIndexStructureTest(de.lmu.ifi.dbs.elki.index.AbstractIndexStructureTest)

Example 23 with ListParameterization

use of de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.ListParameterization in project elki by elki-project.

the class RStarTreeTest method testRTreeAngTanLinearSplit.

/**
 * Test {@link RStarTree} using {@link RTreeLinearSplit}
 */
@Test
public void testRTreeAngTanLinearSplit() {
    ListParameterization spatparams = new ListParameterization();
    spatparams.addParameter(StaticArrayDatabase.Parameterizer.INDEX_ID, RStarTreeFactory.class);
    spatparams.addParameter(AbstractPageFileFactory.Parameterizer.PAGE_SIZE_ID, 300);
    spatparams.addParameter(RStarTreeFactory.Parameterizer.SPLIT_STRATEGY_ID, AngTanLinearSplit.class);
    testExactEuclidean(spatparams, RStarTreeKNNQuery.class, RStarTreeRangeQuery.class);
    // 
    spatparams = new ListParameterization();
    spatparams.addParameter(StaticArrayDatabase.Parameterizer.INDEX_ID, RStarTreeFactory.class);
    spatparams.addParameter(AbstractPageFileFactory.Parameterizer.PAGE_SIZE_ID, 300);
    spatparams.addParameter(RStarTreeFactory.Parameterizer.SPLIT_STRATEGY_ID, AngTanLinearSplit.class);
    testExactCosine(spatparams, RStarTreeKNNQuery.class, RStarTreeRangeQuery.class);
}
Also used : ListParameterization(de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.ListParameterization) Test(org.junit.Test) AbstractIndexStructureTest(de.lmu.ifi.dbs.elki.index.AbstractIndexStructureTest)

Example 24 with ListParameterization

use of de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.ListParameterization in project elki by elki-project.

the class AbstractSimpleAlgorithmTest method makeSimpleDatabase.

/**
 * Generate a simple DoubleVector database from a file.
 *
 * @param filename File to load
 * @param expectedSize Expected size in records
 * @return Database
 */
public static Database makeSimpleDatabase(String filename, int expectedSize) {
    ListParameterization params = new ListParameterization();
    // Use a fixed DBID - historically, we used 1 indexed - to reduce random
    // variation in results due to different hash codes everywhere.
    params.addParameter(AbstractDatabaseConnection.Parameterizer.FILTERS_ID, new FixedDBIDsFilter(1));
    return makeSimpleDatabase(filename, expectedSize, params);
}
Also used : FixedDBIDsFilter(de.lmu.ifi.dbs.elki.datasource.filter.FixedDBIDsFilter) ListParameterization(de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.ListParameterization)

Example 25 with ListParameterization

use of de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.ListParameterization in project elki by elki-project.

the class XTreeTest method testXTree.

/**
 * Test {@link XTree} using a file based database connection.
 */
@Test
public void testXTree() {
    ListParameterization xtreeparams = new ListParameterization();
    xtreeparams.addParameter(StaticArrayDatabase.Parameterizer.INDEX_ID, XTreeFactory.class);
    xtreeparams.addParameter(AbstractPageFileFactory.Parameterizer.PAGE_SIZE_ID, 300);
    testExactEuclidean(xtreeparams, RStarTreeKNNQuery.class, RStarTreeRangeQuery.class);
}
Also used : ListParameterization(de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.ListParameterization) Test(org.junit.Test) AbstractIndexStructureTest(de.lmu.ifi.dbs.elki.index.AbstractIndexStructureTest)

Aggregations

ListParameterization (de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.ListParameterization)76 Test (org.junit.Test)68 AbstractIndexStructureTest (de.lmu.ifi.dbs.elki.index.AbstractIndexStructureTest)26 Database (de.lmu.ifi.dbs.elki.database.Database)10 AbstractSimpleAlgorithmTest (de.lmu.ifi.dbs.elki.algorithm.AbstractSimpleAlgorithmTest)9 DoubleVector (de.lmu.ifi.dbs.elki.data.DoubleVector)9 LinearScanDistanceKNNQuery (de.lmu.ifi.dbs.elki.database.query.knn.LinearScanDistanceKNNQuery)8 HilbertSpatialSorter (de.lmu.ifi.dbs.elki.math.spacefillingcurves.HilbertSpatialSorter)6 SpacefillingKNNPreprocessor (de.lmu.ifi.dbs.elki.index.preprocessed.knn.SpacefillingKNNPreprocessor)5 Random (java.util.Random)3 AbstractClusterAlgorithmTest (de.lmu.ifi.dbs.elki.algorithm.clustering.AbstractClusterAlgorithmTest)2 Model (de.lmu.ifi.dbs.elki.data.model.Model)2 StaticArrayDatabase (de.lmu.ifi.dbs.elki.database.StaticArrayDatabase)2 InputStreamDatabaseConnection (de.lmu.ifi.dbs.elki.datasource.InputStreamDatabaseConnection)2 MaterializeKNNAndRKNNPreprocessor (de.lmu.ifi.dbs.elki.index.preprocessed.knn.MaterializeKNNAndRKNNPreprocessor)2 NormalDistribution (de.lmu.ifi.dbs.elki.math.statistics.distribution.NormalDistribution)2 NormalMOMEstimator (de.lmu.ifi.dbs.elki.math.statistics.distribution.estimator.NormalMOMEstimator)2 IOException (java.io.IOException)2 InputStream (java.io.InputStream)2 ByLabelClustering (de.lmu.ifi.dbs.elki.algorithm.clustering.trivial.ByLabelClustering)1