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- research-articleApril 2015
Three new instance selection methods based on local sets
Pattern Recognition (PATT), Volume 48, Issue 4Pages 1523–1537https://doi.org/10.1016/j.patcog.2014.10.001The local set is the largest hypersphere centered on an instance such that it does not contain instances from any other class. Due to its geometrical nature, this structure can be very helpful for distance-based classification, such as classification ...