The goal of a machine learning regression problem is to predict a single numeric value. For example, you might want to predict the monthly rent of an apartment in a particular city based on the square ...

GPR works well with small datasets and generates a metric of confidence of a predicted result, but it's moderately complex and the results are not easily interpretable, says Dr. James McCaffrey of ...