Finally, the classification is performed using the obtained features to decide whether the patient is infected by coronavirus or it is another lung disease.
Covid-19 is a very serious deadly disease that has been announced as a pandemic by the world health organization (WHO).
However, it was observed that the steady state in the test data was delayed as the batch size value increased.
In this study, two different balanced and unbalanced study groups have been formed by using the histopathological data in the BreakHis data set.
The 2019 novel coronavirus disease (COVID-19), with a starting point in China, has spread rapidly among people living in other countries, and is approaching approximately 34, 986, 502 cases worldwide according to the statistics of European Centre for Disease Prevention and Control.