GMDH-based feature ranking and selection for improved classification of medical data

Abstract

Medical applications are often characterized by a large number of disease markers and a relatively small number of data records. We demonstrate that complete feature ranking followed by selection can lead to appreciable reductions in data dimensionality, with significant improvements in the implementation and performance of classifiers for medical diagnosis… (More)
DOI: 10.1016/j.jbi.2005.03.003

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@article{AbdelAal2005GMDHbasedFR, title={GMDH-based feature ranking and selection for improved classification of medical data}, author={R. E. Abdel-Aal}, journal={Journal of biomedical informatics}, year={2005}, volume={38 6}, pages={456-68} }