Short Note on Optimizing Feature Selection to Improve Medical Diagnosis
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A new classification framework called ‘support feature machine’ was introduced in [2] for analyzing medical data. Contrary to authors’ claim, however, the proposed method is not designed to guarantee minimizing the use of the spatial feature variables. This paper mathematically remedies this drawback and provides comments on models from[2].
[1] Ya-Ju Fan,et al. Optimizing feature selection to improve medical diagnosis , 2010, Ann. Oper. Res..
[2] O. Mangasarian,et al. Robust linear programming discrimination of two linearly inseparable sets , 1992 .
[3] Olvi L. Mangasarian,et al. Multisurface method of pattern separation , 1968, IEEE Trans. Inf. Theory.