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In the paper, we consider a stochastic gradient descent algorithm in combination with a dropout method. We used the theory of intuitionistic fuzzy sets for the assessment of the equivalence of the respective assessment units. We also consider a degree of uncertainty when the information is not enough.

A generalized net model of the stochastic gradient descent and dropout algorithm with intuitionistic fuzzy evaluations