Uses of Class
weka.core.neighboursearch.NearestNeighbourSearch
-
Packages that use NearestNeighbourSearch Package Description weka.classifiers.lazy weka.core.neighboursearch -
-
Uses of NearestNeighbourSearch in weka.classifiers.lazy
Methods in weka.classifiers.lazy that return NearestNeighbourSearch Modifier and Type Method Description NearestNeighbourSearchIBk. getNearestNeighbourSearchAlgorithm()Returns the current nearestNeighbourSearch algorithm in use.NearestNeighbourSearchLWL. getNearestNeighbourSearchAlgorithm()Returns the current nearestNeighbourSearch algorithm in use.Methods in weka.classifiers.lazy with parameters of type NearestNeighbourSearch Modifier and Type Method Description voidIBk. setNearestNeighbourSearchAlgorithm(NearestNeighbourSearch nearestNeighbourSearchAlgorithm)Sets the nearestNeighbourSearch algorithm to be used for finding nearest neighbour(s).voidLWL. setNearestNeighbourSearchAlgorithm(NearestNeighbourSearch nearestNeighbourSearchAlgorithm)Sets the nearestNeighbourSearch algorithm to be used for finding nearest neighbour(s). -
Uses of NearestNeighbourSearch in weka.core.neighboursearch
Subclasses of NearestNeighbourSearch in weka.core.neighboursearch Modifier and Type Class Description classBallTreeClass implementing the BallTree/Metric Tree algorithm for nearest neighbour search.
The connection to dataset is only a reference.classCoverTreeClass implementing the CoverTree datastructure.
The class is very much a translation of the c source code made available by the authors.
For more information and original source code see:
Alina Beygelzimer, Sham Kakade, John Langford: Cover trees for nearest neighbor.classFilteredNeighbourSearchApplies the given filter before calling the given neighbour search method.classKDTreeClass implementing the KDTree search algorithm for nearest neighbour search.
The connection to dataset is only a reference.classLinearNNSearchClass implementing the brute force search algorithm for nearest neighbour search.Methods in weka.core.neighboursearch that return NearestNeighbourSearch Modifier and Type Method Description NearestNeighbourSearchFilteredNeighbourSearch. getSearchMethod()Gets the search method used.Methods in weka.core.neighboursearch with parameters of type NearestNeighbourSearch Modifier and Type Method Description voidFilteredNeighbourSearch. setSearchMethod(NearestNeighbourSearch search)Sets the search method
-