K-Nearest Neighbor Classification Algorithm
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See: k-Nearest Neighbor Algorithm, Supervised Classification Algorithm, k-Nearest Neighbor Search Algorithm, k-Nearest Neighbor Regression Algorithm.
References
1999
- (Zaiane, 1999) ⇒ Osmar Zaiane. (1999). “Glossary of Data Mining Terms." University of Alberta, Computing Science CMPUT-690: Principles of Knowledge Discovery in Databases.
- QUOTE: Nearest Neighbour:A technique that classifies each record in a dataset based on a combination of the classes of the k record(s) most similar to it in a historical dataset (where k is greater than or equal to 1). Sometimes called a k-nearest neighbour technique.
1991
- (Aha et al., 1991) ⇒ David W. Aha, Dennis Kibler, and Marc K. Albert. (1991). “Instance-based Learning Algorithms.” In: Machine Learning, 6(1). doi:10.1023/A:1022689900470.