2012 IEEE International Conference on Control System, Computing and Engineering 2012
DOI: 10.1109/iccsce.2012.6487125
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Comparisons of MLP transfer functions for different classification classes

Abstract: This paper presents a comparison study of two different MLP transfer functions for three different classification cases of breast cancer, thyroid disease and weather classification. The transfer functions under investigation are sigmoid and hyperbolic tangent. In the study, MLP network was trained and tested to investigate the ability of the network to classify the breast cancer correctly between benign cell and malignant cell, classifying thyroid disease into normal, hyper or hypo thyroid and classifying weat… Show more

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Cited by 3 publications
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