Construction of Adjustable Expertise Systems Based on the Projection Method for Pattern Recognition Training

摘要

The projection method for pattern recognition training by using a small number of observations is proposed. The method is applied in the cases where the dimension of the null-space of the matrix of features is comparable with the dimension of the parameter space. The recurrent procedure for the classifier setup is suggested. The application of the method as a source of expertise for decision making is considered.