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Viewing changes to src/de/lmu/ifi/dbs/elki/algorithm/outlier/AbstractDBOutlier.java

  • Committer: Package Import Robot
  • Author(s): Erich Schubert
  • Date: 2012-12-14 20:45:15 UTC
  • mfrom: (1.1.6)
  • Revision ID: package-import@ubuntu.com-20121214204515-4m0d0er9ivtu5w9d
Tags: 0.5.5-1
New upstream release: 0.5.5 interim release.

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src/de/lmu/ifi/dbs/elki/algorithm/outlier/AbstractDBOutlier.java
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import de.lmu.ifi.dbs.elki.data.type.TypeInformation;
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import de.lmu.ifi.dbs.elki.data.type.TypeUtil;
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import de.lmu.ifi.dbs.elki.database.Database;
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import de.lmu.ifi.dbs.elki.database.datastore.DataStore;
 
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import de.lmu.ifi.dbs.elki.database.datastore.DoubleDataStore;
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import de.lmu.ifi.dbs.elki.database.relation.MaterializedRelation;
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import de.lmu.ifi.dbs.elki.database.relation.Relation;
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import de.lmu.ifi.dbs.elki.distance.distancefunction.DistanceFunction;
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  /**
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   * Parameter to specify the size of the D-neighborhood
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   */
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  public static final OptionID D_ID = OptionID.getOrCreateOptionID("dbod.d", "size of the D-neighborhood");
 
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  public static final OptionID D_ID = new OptionID("dbod.d", "size of the D-neighborhood");
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  /**
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   * Holds the value of {@link #D_ID}.
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   */
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  public OutlierResult run(Database database, Relation<O> relation) {
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    // Run the actual score process
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    DataStore<Double> dbodscore = computeOutlierScores(database, relation, d);
 
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    DoubleDataStore dbodscore = computeOutlierScores(database, relation, d);
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    // Build result representation.
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    Relation<Double> scoreResult = new MaterializedRelation<Double>("Density-Based Outlier Detection", "db-outlier", TypeUtil.DOUBLE, dbodscore, relation.getDBIDs());
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   * @param d distance
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   * @return computed scores
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   */
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  protected abstract DataStore<Double> computeOutlierScores(Database database, Relation<O> relation, D d);
 
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  protected abstract DoubleDataStore computeOutlierScores(Database database, Relation<O> relation, D d);
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  @Override
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  public TypeInformation[] getInputTypeRestriction() {
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   * 
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   * @apiviz.exclude
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   */
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  public static abstract class Parameterizer<O, D extends Distance<D>> extends AbstractDistanceBasedAlgorithm.Parameterizer<O, D> {
 
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  public abstract static class Parameterizer<O, D extends Distance<D>> extends AbstractDistanceBasedAlgorithm.Parameterizer<O, D> {
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    /**
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     * Query radius
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     */