Package weka.core.neighboursearch

package weka.core.neighboursearch
  • Classes
    Class
    Description
    BallTree
    Class implementing the BallTree/Metric Tree algorithm for nearest neighbour search.
    The connection to dataset is only a reference.
    CoverTree
    Class 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.
    FilteredNeighbourSearch
    Applies the given filter before calling the given neighbour search method.
    KDTree
    Class implementing the KDTree search algorithm for nearest neighbour search.
    The connection to dataset is only a reference.
    LinearNNSearch
    Class implementing the brute force search algorithm for nearest neighbour search.
    NearestNeighbourSearch
    Abstract class for nearest neighbour search.
    PerformanceStats
    The class that measures the performance of a nearest neighbour search (NNS) algorithm.
    TreePerformanceStats
    The class that measures the performance of a tree based nearest neighbour search algorithm.