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Conference Paper
Two-Dimensional Logistic Regression
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- Authors
- Woo-Han Yun, Do-Hyung Kim, Su-Young Chi, Ho-Sub Yoon
- Issue Date
- 2007-10
- Citation
- International Conference on Tools with Artificial Intelligence (ICTAI) 2007, pp.349-353
- Language
- English
- Type
- Conference Paper
- Abstract
- Recently, some 2D based algorithms were proposed for image classification. In this paper, we propose two-dimensional logistic regression for two-class problem. This method has an advantage of memory saving and better performance than other 2D based approaches. The experimental results show two dimensional logistic regression is superior to one dimensional logistic regression and other popular two-dimensional methods. © 2007 IEEE.