Algorithm screening for binary classification.

Photo by Hermes Rivera on Unsplash

Improvements in classical methods, the development of new ones, or improvements in preprocessing methods are one of the many diverse tools that expand the available tools in machine learning.
With those advances, the number of available options increases each year for any given task. As the number of options increases, it becomes harder to select an appropriate method for a particular data set. The following…