A note on hyper ellipse method for classifying biological and medical data |
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Authors: | Yao-Huei Huang |
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Institution: | Institute of Information Management, National Chiao Tung University, Hsinchu 300, Taiwan, ROC |
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Abstract: | The classification of biological and medical datasets is essential to humanity. This study proposes a hyper ellipse method based on mixed integer nonlinear program for classifying datasets. A linearization technique with a number of piecewise line segments is used to treat nonlinear constraints, which aims to obtain an approximate optimal solution. Numerical examples are presented to demonstrate the efficacy of the proposed method. |
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Keywords: | Hyper ellipse Nonlinear program Linearization |
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