Machine learning models are becoming increasingly important in the prediction of economic crises. The models, however, use datasets comprising a large number of predictors (features) which impairs ...

"Guided by medical doctors, our evaluation involved multiple machine learning models, optimization techniques, and four data sets for two clinical prediction tasks." In addition to models failing ...

With efficient algorithms, well-chosen functions and enough examples, machine learning can create powerful computational models that do things we have no idea how to program. Classification and ...