Publication | Closed Access
Automatic selection of reference data for use in a nearest-neighbor method of pattern classification (Corresp.)
25
Citations
3
References
1974
Year
EngineeringMachine LearningSmall-scale ExperimentationFeature SelectionNearest-neighbor Reference DataText MiningOptimization-based Data MiningClassification MethodInformation RetrievalData ScienceData MiningPattern RecognitionAutomatic SelectionReference DataStatisticsInstance-based LearningAutomatic ClassificationKnowledge DiscoveryIntelligent ClassificationNearest-neighbor MethodData ClassificationClassificationSimilarity Search
Two methods for automatic selection of nearest-neighbor reference data have been compared in small-scale experimentation. One of the methods is original and appears to be more successful than Hart's well-known "condensed nearest-neighbor" method [1].
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