Artificial intelligence

Abstract: The paper is devoted to the problem of construction of polynomial separate surfaces for the task of two-class images classification. It is proposed an iteration method that provide to get the coefficients of separate hyper surfaces based on taking into account of peculiarity of the location of learning examples on the boundary between classes. The method is based on the weighting of learning examples depending on its distance from the boundary between classes.

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