Abstract
This article discusses the prospects of using new modifications of the classical Pearson criterion when testing the hypothesis of independence, which allows using three artificial neurons obtained by modifying the Pearson criterion to reduce the probability of errors. The use of five modified Pearson criteria makes it possible to reduce the probability of errors to 0.053. A linear extrapolation of the decrease in error probabilities with an increase in the number of statistical criteria used together is constructed.
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