TSK Fuzzy Neural Network Use for COVID-19 Classification

It is considered t the Takagi-Sugeno-Kang fuzzy neural network and its modern variations. The use of regularization, random exclusion rules from rule base allows solving problem excessive similarity in base. batch normalization to increase generalizing properties accuracy model, while maintaining possibility interpreting results, which characteristic networks. proposed an ensemble networks capabilities network. Studies for task diagnosing coronavirus disease show that model works well improve result.