Guaranteed Estimate of the Features Utility while Statistical Recognition of Two Classes

摘要

The formal conditions, which allow to guarantee the features utility while statistical recognition of two classes, are formulated. At the same time, only limited data on individual and general probability characteristics of the features are used. The constructability of the obtained conditions is demonstrated on the example of solving the problem of recognizing the thermal and pseudothermal effects of the metal crystallization.