The comparison of several classification algorithms and case analysis

Yongjie Li; Houxiang Wang; Xiao Lv

doi:10.1117/12.2011991

20 March 2013 The comparison of several classification algorithms and case analysis

Yongjie Li, Houxiang Wang, Xiao Lv

Proceedings Volume 8768, International Conference on Graphic and Image Processing (ICGIP 2012); 87685M (2013) https://doi.org/10.1117/12.2011991
Event: 2012 International Conference on Graphic and Image Processing, 2012, Singapore, Singapore

Abstract

This paper presents a comparison of several classification algorithms. They are statistical classification、decision tree classification and neural networks classification. For each algorithm, we illustrate the basic procedures and its characteristics which lead that it is used in different fields with other classification algorithms. At last, a practical case is used to indicate the differences among these algorithms.

Citation Download Citation

Yongjie Li, Houxiang Wang, and Xiao Lv "The comparison of several classification algorithms and case analysis", Proc. SPIE 8768, International Conference on Graphic and Image Processing (ICGIP 2012), 87685M (20 March 2013); https://doi.org/10.1117/12.2011991

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