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Classification task Machine learningtheoretical question

Suppose you are hired by a medical research company working on COVID19. Your managers (who are not computer scientists) asked you to build a diagnosis model using machine learning (a classification task). You have a meeting tomorrow with your managers and you have to explain your results and the logic behind it along with the classification algorithm. Which classifier do you pick? Why?

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Classification task Machine learning theoretical question Suppose you are hired by a medical research company working on COVID19. Your managers (who
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