moa.clusterers.outliers.utils.mtree

Interface PartitionFunction<DATA>

Type Parameters:

DATA - The type of the data on the sets.

All Known Implementing Classes:

PartitionFunctions.BalancedPartition

public interface PartitionFunction<DATA>

An object with partitions a set of data into two sub-sets.

Method Summary

Methods

Modifier and Type	Method and Description
Pair<Set<DATA>>	process(Pair<DATA> promoted, Set<DATA> dataSet, DistanceFunction<? super DATA> distanceFunction) Executes the partitioning.

Method Detail

process

Pair<Set<DATA>> process(Pair<DATA> promoted,
                      Set<DATA> dataSet,
                      DistanceFunction<? super DATA> distanceFunction)

Executes the partitioning.

Parameters:

promoted - The pair of data objects that will guide the partition process.

dataSet - The original set of data objects to be partitioned.

distanceFunction - A distance function to be used on the partitioning.

Returns:

A pair of partition sub-sets. Each sub-set must correspond to one of the promoted data objects.