𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Improving nearest neighbor classification with cam weighted distance

✍ Scribed by Chang Yin Zhou; Yan Qiu Chen


Book ID
108234328
Publisher
Elsevier Science
Year
2006
Tongue
English
Weight
428 KB
Volume
39
Category
Article
ISSN
0031-3203

No coin nor oath required. For personal study only.


πŸ“œ SIMILAR VOLUMES


Improved k-nearest neighbor classificati
✍ Yingquan Wu; Krassimir Ianakiev; Venu Govindaraju πŸ“‚ Article πŸ“… 2002 πŸ› Elsevier Science 🌐 English βš– 113 KB

k-nearest neighbor (k-NN) classiΓΏcation is a well-known decision rule that is widely used in pattern classiΓΏcation. However, the traditional implementation of this method is computationally expensive. In this paper we develop two e ective techniques, namely, template condensing and preprocessing, to

Nearest-neighbor classification with cat
✍ Samuel E. Buttrey πŸ“‚ Article πŸ“… 1998 πŸ› Elsevier Science 🌐 English βš– 736 KB

A technique is presented for adopting nearest-neighbor classification to the case of categorical variables. The set of categories is mapped onto the real line in such a way as to maximize the ratio of total sum of squares to within-class sum of squares, aggregated over classes. The resulting real va