de.lmu.ifi.dbs.elki.algorithm
Class KNNDistanceOrder<O extends DatabaseObject,D extends Distance<D>>

java.lang.Object
  de.lmu.ifi.dbs.elki.logging.AbstractLoggable
      de.lmu.ifi.dbs.elki.algorithm.AbstractAlgorithm<O,R>
          de.lmu.ifi.dbs.elki.algorithm.DistanceBasedAlgorithm<O,D,KNNDistanceOrderResult<D>>
              de.lmu.ifi.dbs.elki.algorithm.KNNDistanceOrder<O,D>

Type Parameters:

O - the type of DatabaseObjects handled by this Algorithm

D - the type of Distance used by this Algorithm

All Implemented Interfaces:

Algorithm<O,KNNDistanceOrderResult<D>>, Parameterizable

@Title(value="KNN-Distance-Order")
@Description(value="Assesses the knn distances for a specified k and orders them.")
public class KNNDistanceOrder<O extends DatabaseObject,D extends Distance<D>>
extends DistanceBasedAlgorithm<O,D,KNNDistanceOrderResult<D>>

Provides an order of the kNN-distances for all objects within the database.

Author:

Arthur Zimek

Field Summary

private int	k Holds the value of K_PARAM.
static OptionID	K_ID OptionID for K_PARAM
private IntParameter	K_PARAM Parameter to specify the distance of the k-distant object to be assessed, must be an integer greater than 0.
private double	percentage Holds the value of PERCENTAGE_PARAM.
static OptionID	PERCENTAGE_ID OptionID for PERCENTAGE_PARAM
DoubleParameter	PERCENTAGE_PARAM Parameter to specify the average percentage of distances randomly choosen to be provided in the result, must be a double greater than 0 and less than or equal to 1.

Fields inherited from class de.lmu.ifi.dbs.elki.algorithm.DistanceBasedAlgorithm

DISTANCE_FUNCTION_ID, DISTANCE_FUNCTION_PARAM

Fields inherited from class de.lmu.ifi.dbs.elki.logging.AbstractLoggable

debug, logger

Constructor Summary

KNNDistanceOrder(Parameterization config)
Constructor, adhering to Parameterizable

Method Summary

protected KNNDistanceOrderResult<D>

runInTime(Database<O> database) Provides an order of the kNN-distances for all objects within the specified database.

Methods inherited from class de.lmu.ifi.dbs.elki.algorithm.DistanceBasedAlgorithm

getDistanceFactory, getDistanceFunction

Methods inherited from class de.lmu.ifi.dbs.elki.algorithm.AbstractAlgorithm

isTime, isVerbose, run, setTime, setVerbose

Methods inherited from class de.lmu.ifi.dbs.elki.logging.AbstractLoggable

debugFine, debugFiner, debugFinest, exception, progress, verbose, warning

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

K_ID

public static final OptionID K_ID

OptionID for K_PARAM

K_PARAM

private final IntParameter K_PARAM

Parameter to specify the distance of the k-distant object to be assessed, must be an integer greater than 0.

Default value: 1

Key: -knndistanceorder.k

k

private int k

Holds the value of K_PARAM.

PERCENTAGE_ID

public static final OptionID PERCENTAGE_ID

OptionID for PERCENTAGE_PARAM

PERCENTAGE_PARAM

public final DoubleParameter PERCENTAGE_PARAM

Parameter to specify the average percentage of distances randomly choosen to be provided in the result, must be a double greater than 0 and less than or equal to 1.

Default value: 1.0

Key: -knndistanceorder.percentage

percentage

private double percentage

Holds the value of PERCENTAGE_PARAM.

Constructor Detail

KNNDistanceOrder

public KNNDistanceOrder(Parameterization config)

Constructor, adhering to Parameterizable

Parameters:

config - Parameterization

Method Detail

runInTime

protected KNNDistanceOrderResult<D> runInTime(Database<O> database)
                                                           throws IllegalStateException

Provides an order of the kNN-distances for all objects within the specified database.

Specified by:

runInTime in class AbstractAlgorithm<O extends DatabaseObject,KNNDistanceOrderResult<D extends Distance<D>>>

Parameters:

database - the database to run the algorithm on

Returns:

the Result computed by this algorithm

Throws:

IllegalStateException - if the algorithm has not been initialized properly (e.g. the setParameters(String[]) method has been failed to be called).