Package elki.index.tree.metrical.mtreevariants.mktrees.mkmax

Class MkMaxTreeNode<O>

java.lang.Object

elki.persistent.AbstractExternalizablePage

elki.index.tree.AbstractNode<E>

elki.index.tree.metrical.mtreevariants.AbstractMTreeNode<O,MkMaxTreeNode<O>,MkMaxEntry>

elki.index.tree.metrical.mtreevariants.mktrees.mkmax.MkMaxTreeNode<O>

Type Parameters:

O - the type of DatabaseObject to be stored in the MkMaxTree

All Implemented Interfaces:

Node<MkMaxEntry>, Page, java.io.Externalizable, java.io.Serializable

class MkMaxTreeNode<O>
extends AbstractMTreeNode<O,MkMaxTreeNode<O>,MkMaxEntry>

Represents a node in an MkMaxTree.

Since:

0.1

Author:

Elke Achtert

Field Summary

Fields

Modifier and Type	Field	Description
private static long	serialVersionUID	Serial version

Fields inherited from class elki.index.tree.AbstractNode

entries, isLeaf, numEntries

Constructor Summary

Constructors

Constructor	Description
MkMaxTreeNode()	Empty constructor for Externalizable interface.
MkMaxTreeNode(int capacity, boolean isLeaf)	Creates a new MkMaxTreeNode object.

Method Summary

Modifier and Type	Method	Description
boolean	adjustEntry(MkMaxEntry entry, DBID routingObjectID, double parentDistance, AbstractMTree<O,MkMaxTreeNode<O>,MkMaxEntry,?> mTree)	Calls the super method and adjust additionally the k-nearest neighbor distance of this node as the maximum of the k-nearest neighbor distances of all its entries.
protected void	integrityCheckParameters(MkMaxEntry parentEntry, MkMaxTreeNode<O> parent, int index, AbstractMTree<O,MkMaxTreeNode<O>,MkMaxEntry,?> mTree)	Calls the super method and tests if the k-nearest neighbor distance of this node is correctly set.
protected double	kNNDistance()	Determines and returns the k-nearest neighbor distance of this node as the maximum of the k-nearest neighbor distances of all entries.

Methods inherited from class elki.index.tree.metrical.mtreevariants.AbstractMTreeNode

coveringRadiusFromEntries, integrityCheck

Methods inherited from class elki.index.tree.AbstractNode

addEntry, children, deleteAllEntries, deleteEntry, getCapacity, getEntry, getNumEntries, isLeaf, readExternal, removeMask, splitByMask, splitTo, splitTo, toString, writeExternal

Methods inherited from class elki.persistent.AbstractExternalizablePage

equals, getPageID, hashCode, isDirty, setDirty, setPageID

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface elki.persistent.Page

getPageID, isDirty, setDirty, setPageID

Field Detail

serialVersionUID

private static final long serialVersionUID

Serial version

See Also:

Constant Field Values

Constructor Detail

MkMaxTreeNode

public MkMaxTreeNode()

Empty constructor for Externalizable interface.

MkMaxTreeNode

public MkMaxTreeNode(int capacity,
                     boolean isLeaf)

Creates a new MkMaxTreeNode object.

Parameters:

capacity - the capacity (maximum number of entries plus 1 for overflow) of this node

isLeaf - indicates whether this node is a leaf node

Method Detail

kNNDistance

protected double kNNDistance()

Determines and returns the k-nearest neighbor distance of this node as the maximum of the k-nearest neighbor distances of all entries.

Returns:

the knn distance of this node

adjustEntry

public boolean adjustEntry(MkMaxEntry entry,
                           DBID routingObjectID,
                           double parentDistance,
                           AbstractMTree<O,MkMaxTreeNode<O>,MkMaxEntry,?> mTree)

Calls the super method and adjust additionally the k-nearest neighbor distance of this node as the maximum of the k-nearest neighbor distances of all its entries.

Overrides:

adjustEntry in class AbstractMTreeNode<O,MkMaxTreeNode<O>,MkMaxEntry>

Parameters:

entry - the entry representing this node

routingObjectID - the id of the (new) routing object of this node

parentDistance - the distance from the routing object of this node to the routing object of the parent node

mTree - the M-Tree object holding this node

Returns:

true if adjustment of parent is needed

integrityCheckParameters

protected void integrityCheckParameters(MkMaxEntry parentEntry,
                                        MkMaxTreeNode<O> parent,
                                        int index,
                                        AbstractMTree<O,MkMaxTreeNode<O>,MkMaxEntry,?> mTree)

Calls the super method and tests if the k-nearest neighbor distance of this node is correctly set.

Overrides:

integrityCheckParameters in class AbstractMTreeNode<O,MkMaxTreeNode<O>,MkMaxEntry>

Parameters:

parentEntry - the entry representing the parent

parent - the parent holding the entry representing this node

index - the index of the entry in the parents child arry

mTree - the M-Tree holding this node