Using of mining techniques in problems of binary classification

The problem of objects binary classification is considered. To solve this problem we suggest the use of mining techniques, such as decision trees, neural networks, fuzzy logic, the method of nearest neighbors. It is performed a comparative analysis of the effectiveness of these methods in the binary classification of objects.