The distance function effect on k-nearest neighbor classification for medical datasets

SpringerPlus - Tập 5 Số 1 - 2016
Li-Yu Hu1, Min‐Wei Huang2, Shih-Wen Ke3, Chih‐Fong Tsai4
1Department of Psychiatry, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
2Department of Psychiatry, Chiayi Branch, Taichung Veterans General Hospital, Chiayi, Taiwan
3Department of Information and Computer Engineering, Chung Yuan Christian University, Taoyuan, Taiwan
4Department of Information Management, National Central University, Taoyuan, Taiwan

Tóm tắt

Từ khóa


Tài liệu tham khảo

Batchelor BG (1978) Pattern recognition: ideas in practice. Plenum Press, Berlin, Heidelberg

Cover TM, Hart PE (1967) Nearest neighbor pattern classification. IEEE Trans Inf Theory 13(1):21–27

Jain AK, Duin RPW, Mao J (2000) Statistical pattern recognition: a review. IEEE Trans Pattern Anal Mach Intell 22(1):4–37

Manning CD, Raghavan P, Schutze H (2008) An introduction to information retrieval. Cambridge University Press, Cambridge

Michalski RS, Stepp RE, Diday E (1981) A recent advance in data analysis: clustering objects into classes characterized by conjunctive concepts. In: Kanal LN, Rosenfeld A (eds) Progress in pattern recognition. North-Holland, Amsterdam, pp 33–56

Mitchell T (1997) Machine learning. McGraw Hill, New York